What's New in SAS 9.4

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1 What's New in SAS 9.4 SAS Dcumentatin

2 The crrect bibligraphic citatin fr this manual is as fllws: SAS Institute Inc What's New in SAS 9.4. Cary, NC: SAS Institute Inc. What's New in SAS 9.4 Cpyright 2013, SAS Institute Inc., Cary, NC, USA All rights reserved. Prduced in the United States f America. Fr a hard-cpy bk: N part f this publicatin may be reprduced, stred in a retrieval system, r transmitted, in any frm r by any means, electrnic, mechanical, phtcpying, r therwise, withut the prir written permissin f the publisher, SAS Institute Inc. Fr a web dwnlad r e-bk: Yur use f this publicatin shall be gverned by the terms established by the vendr at the time yu acquire this publicatin. The scanning, uplading, and distributin f this bk via the Internet r any ther means withut the permissin f the publisher is illegal and punishable by law. Please purchase nly authrized electrnic editins and d nt participate in r encurage electrnic piracy f cpyrighted materials. Yur supprt f thers' rights is appreciated. U.S. Gvernment License Rights; Restricted Rights: The Sftware and its dcumentatin is cmmercial cmputer sftware develped at private expense and is prvided with RESTRICTED RIGHTS t the United States Gvernment. Use, duplicatin r disclsure f the Sftware by the United States Gvernment is subject t the license terms f this Agreement pursuant t, as applicable, FAR , DFAR (a), DFAR (a) and DFAR and, t the extent required under U.S. federal law, the minimum restricted rights as set ut in FAR (DEC 2007). If FAR is applicable, this prvisin serves as ntice under clause (c) theref and n ther ntice is required t be affixed t the Sftware r dcumentatin. The Gvernment's rights in Sftware and dcumentatin shall be nly thse set frth in this Agreement. SAS Institute Inc., SAS Campus Drive, Cary, Nrth Carlina May 2015 SAS and all ther SAS Institute Inc. prduct r service names are registered trademarks r trademarks f SAS Institute Inc. in the USA and ther cuntries. indicates USA registratin. Other brand and prduct names are trademarks f their respective cmpanies.

3 Cntents Using This Bk ix Chapter 1 Intrductin t SAS Overview f SAS Deplying and Administering SAS Accessing SAS frm Mbile Devices Using High-Perfrmance Analytics Managing Yur Data Integratin with SAS Visual Analytics Chapter 2 SAS Fundatin Base SAS SAS/ACCESS SAS/CONNECT SAS/GIS SAS/GRAPH SAS Grid Manager SAS/SHARE SAS Scalable Perfrmance Data Server SAS Studi Chapter 3 Analytical Prducts SAS Business Rules Manager SAS Cntextual Analysis SAS Decisin Manager SAS Enterprise Miner SAS Energy Frecasting SAS Event Stream Prcessing SAS/ETS SAS Frecast Server SAS High-Perfrmance Risk SAS/IML

4 iv Cntents SAS Mdel Manager SAS OpRisk VaR SAS/OR SAS/QC SAS Risk Dimensins SAS/STAT SAS Text Miner Chapter 4 In-Memry Analytics SAS In-Memry Statistics SAS High-Perfrmance Analytics Infrastructure SAS High-Perfrmance Cmputing Management Cnsle SAS LASR Analytic Server Chapter 5 SAS Business Intelligence Prducts SAS Add-In fr Micrsft Office SAS Enterprise Guide SAS Mbile BI SAS 9.4 OLAP Server SAS Web Parts 6.1 fr Micrsft SharePint SAS Web Reprt Studi Chapter 6 Data Management and Integratin SAS Data Management Standard DataFlux Authenticatin Server DataFlux Data Management Server DataFlux Data Management Studi DataFlux Secure SAS Quality Knwledge Base fr Cntact Infrmatin Quality Knwledge Base Lcales fr Cntact Infrmatin 2013A.. 96 SAS Quality Knwledge Base fr Prduct Data Quality Knwledge Base Lcales fr Prduct Data 2013A SAS Business Data Netwrk SAS Data Integratin Studi SAS Data Management Cnsle SAS Data Quality Acceleratr fr Teradata

5 Cntents v SAS 9.4 Data Quality Server SAS Data Remediatin SAS Data Surveyr 5.1 fr SAP SAS Federatin Server SAS Jb Mnitr SAS Lineage SAS MDM SAS Task Manager SAS Visual Prcess Orchestratin Chapter 7 SAS Custmer Intelligence SAS Marketing Autmatin SAS Marketing Optimizatin SAS Real-Time Decisin Manager Chapter 8 SAS Financial Management SAS Financial Management Chapter 9 SAS Fraud and Cmpliance Prducts SAS Anti-Mney Laundering SAS Custmer Due Diligence SAS Peer Grup Analysis SAS Scial Netwrk Analysis Server Chapter 10 SAS In-Database Prducts SAS 9.4 In-Database Prducts Chapter 11 SAS Integratin Technlgies SAS 9.4 Integratin Technlgies SAS Wrkflw Studi Chapter 12 SAS Intelligence Platfrm SAS Envirnment Manager SAS 9.4 Intelligence Platfrm SAS Infrmatin Retrieval Studi SAS Theme Designer fr Flex

6 vi Cntents Chapter 13 SAS IT Resurce Management SAS IT Resurce Management Chapter 14 SAS Risk Management SAS Enterprise GRC SAS Mdel Risk Management SAS Risk Management fr Banking Chapter 15 SAS Strategy Management SAS Strategy Management Chapter 16 SAS Visual Analytics SAS Visual Analytics Appendix 1 Additinal Prduct Updates in SAS Appendix 2 Dcumentatin Enhancements Overview May 2015 (SAS 9.4, Rev. 940_15w20) April 2015 (SAS 9.4, Rev. 940_15w16) March 2015 (SAS 9.4, Rev. 940_15w12) February 2015 (SAS 9.4, Rev. 940_15w08) January 2015 (SAS 9.4, Rev. 940_15w04) Nvember 2014 (SAS 9.4, Rev. 940_14w47) Octber 2014 (SAS 9.4, Rev. 940_14w41) September 2014 (SAS 9.4, Rev. 940_14w36) August 2014 (SAS 9.4, Rev. 940_14w32) June 2014 (SAS 9.4, Rev. 940_14w23) May 2014 (SAS 9.4, Rev. 940_14w19) April 2014 (SAS 9.4, Rev. 940_14w14) March 2014 (SAS 9.4, Rev. 940_14w11) December 2013 (SAS 9.4, Rev. 940_13w51) Nvember 2013 (SAS 9.4, Rev. 940_13w45) Octber 2013 (SAS 9.4, Rev. 940_13w40) September 2013 (SAS 9.4, Rev. 940_13w36) July 2013 (SAS 9.4, Rev. 940_13w30)

7 Cntents vii Recmmended Reading Index

8 viii Cntents

9 ix Using This Bk Audience This bk prvides yu with a high-level summary f SAS 9.4 and the prducts that run n SAS 9.4. At the end f a tpic fr a specific prduct, a link is prvided t the mre detailed What s New tpic in the prduct dcumentatin. If the dcumentatin is secure, nly licensed custmers can access the What s New tpic. Fr secure dcumentatin, the tpic in the What s New links t the sftware prduct page. The initial release f SAS 9.4 shipped in July The first maintenance release fr SAS 9.4 shipped in December The secnd maintenance release fr SAS 9.4 shipped in August If yu need infrmatin abut any SAS prduct, cntact yur SAS accunt representative.

10 x Using This Bk See what s new in 9.4 With the delivery f high-perfrmance analytics, the ability t deply in clud envirnments and standardized data management, SAS 9.4 delivers mre than ever t innvate, enable and simplify yur decisin making. Check ut ur Website t learn mre. g.sas.cm/94new 2013 SAS Institute Inc. All rights reserved. S109647US.0513

11 1 1 Intrductin t SAS 9.4 Overview f SAS Deplying and Administering SAS Increasing Sftware Availability By Using Clud Deplyments Reducing the Cst and Cmplexity f SAS Deplyments Supprt fr 32-Bit and 64-Bit Operating Envirnments Reducing Dwntime By Clustering the Metadata and Middle-Tier Servers Enhanced Management Capabilities fr SAS Administratrs with the SAS Envirnment Manager Increased Security Accessing SAS frm Mbile Devices Using High-Perfrmance Analytics Analyzing Large Amunts f Data with High- Perfrmance Analytics Using Multi-Threaded Capabilities n Single- Machine Deplyments Managing Yur Data Building an Integrated Infrmatin Management Platfrm Perfrming Advanced Data Manipulatin In- Database By Using DS Managing Relatinal Data Optimally By Using SAS FedSQL Imprving Access t Yur Data

12 2 Chapter 1 / Intrductin t SAS 9.4 Integratin with SAS Visual Analytics Overview f SAS 9.4 SAS 9.4 includes features that are beneficial t all users at yur site. Fr IT departments, SAS 9.4 prvides a simplified architecture, increased security, and mre deplyment ptins. Fr SAS administratrs, SAS 9.4 prvides new management capabilities and administratin tls. Fr data administratrs, the integratin f the DataFlux prducts creates a mre cmplete data management slutin. Als, new prgramming languages enable yu t manipulate yur data and access relatinal data frm varius data surces. New prgramming languages enable yu t update data n the database and access relatinal data frm varius surces. Fr SAS prgrammers, high-perfrmance analytics enable yu t quickly analyze large amunts f data. Multi-threading capabilities have als been added s that yu can perfrm analyses n single-machine deplyments. SAS Studi prvides a web brwser-based interface fr SAS prgrammers t write, edit, and submit SAS cde. Fr the business user, SAS 9.4 extends the ptins fr mbile access and selfservice ptins fr data access, reprting, and explratin. During the SAS 9.4 life cycle, maintenance releases enable us t cntinue delivering new functinality t ur users. The secnd maintenance release fr SAS 9.4 (which shipped in August 2014) includes new releases f the SAS analytical prducts, such as SAS/STAT 13.2, SAS Enterprise Miner 13.2, SAS Cntextual Analysis 13.2, SAS/ETS 13.2, and many mre.

13 Deplying and Administering SAS 3 Deplying and Administering SAS Increasing Sftware Availability By Using Clud Deplyments T make SAS available t all users in yur glbal rganizatin, SAS 9.4 delivers tls and technlgies that supprt deplying, managing, and maintaining yur sftware in public and private clud envirnments. T prmte innvatin, SAS prvides a clud develpment platfrm. With a clud envirnment, yur IT department can quickly meet the demands fr increased cmputing capacity, which makes it easier fr yur sftware t grw as yur business grws. In additin, SAS cntinues t supprt deplying SAS at yur site and as hsted slutins by using SAS Slutins OnDemand. Reducing the Cst and Cmplexity f SAS Deplyments With SAS 9.4, n web applicatin server, such as JBss, WebSphere, r WebLgic, is required. SAS 9.4 includes an embedded middle-tier server called SAS Web Applicatin Server. As a result, yu dn t need t spend time r mney acquiring, integrating, maintaining, and supprting third-party sftware. The SAS Web Applicatin Server als simplifies IT management and supprts deplying SAS in a clud envirnment. Supprt fr 32-Bit and 64-Bit Operating Envirnments SAS applicatins are typically used t prcess large data sets. This prcessing benefits frm higher perfrmance envirnments. SAS 9.4 takes advantage f the additinal memry and prcessing capability f the 64-bit Windws perating envirnments. The first maintenance release fr SAS 9.4 includes 32-bit Windws supprt fr a brader list f prducts.

14 4 Chapter 1 / Intrductin t SAS 9.4 Reducing Dwntime By Clustering the Metadata and Middle-Tier Servers T make yur sftware mre available t users in yur rganizatin, SAS 9.4 supprts clustering the metadata and middle-tier servers. A metadata server cluster is a grup f three r mre ndes that are cnfigured as identical metadata servers. If the servers are clustered and each server manages cpies f the same data, yu drastically reduce the threat f data lss. If ne nde in the cluster fails, users can cntinue wrking n the remaining ndes, thus reducing ptential system dwntime. Finally, clustering helps distribute the wrklad, which can result in imprved perfrmance. Enhanced Management Capabilities fr SAS Administratrs with the SAS Envirnment Manager SAS administratrs have access t enhanced management capabilities with the new SAS Envirnment Manager, a web-based mnitring slutin fr a SAS envirnment. SAS Envirnment Manager enables yu t administer, mnitr, and manage SAS resurces, including administering the SAS Web Applicatin Server and mnitring SAS fundatin servers. The applicatin cllects and charts data n metrics fr mnitred resurces, prviding a cmprehensive view f resurce health and peratin. It prvides functins such as aut-discvery f resurces, mnitring f lg events, and reprting f alerts. The applicatin als enables administratrs t manage access fr metadata bjects. Increased Security Beginning with SAS 9.4, SAS/SECURE is shipped with Base SAS. Yu n lnger need a separate license fr SAS/SECURE. SAS/SECURE enhances yur security ptins with the industry standard Advanced Encryptin Standard (AES) with 64-bit salt.

15 Using High-Perfrmance Analytics 5 Accessing SAS frm Mbile Devices Often, the cnsumers f SAS reprts are high-level executives wh are in meetings, traveling, r therwise away frm the ffice. T meet the demands f these business prfessinals, SAS reprts are nw available frm mbile devices. In the SAS Output Delivery System, the new ODS EPUB destinatin creates SAS reprts as e-bks that wrk ptimally with the Apple ibks e-bk reader n the ipad, iphne, r ipd. ODS nw als supprts utput t HTML5 and Micrsft PwerPint. If yu license the SAS Enterprise BI Server, yu can nw use the Mbile BI app. Using High-Perfrmance Analytics Analyzing Large Amunts f Data with High- Perfrmance Analytics If yu are develping analytical mdels by using large amunts f data, SAS prvides in-memry analytics that enable yu t perfrm these analyses in a distributed envirnment. Because multiple ndes are wrking n the same tasks in parallel, inmemry analytics can prvide significant gains in perfrmance. In SAS 9.4, six new dmain-specific high-perfrmance analytics prducts are available: SAS High-Perfrmance Statistics SAS High-Perfrmance Data Mining SAS High-Perfrmance Text Mining SAS High-Perfrmance Ecnmetrics SAS High-Perfrmance Optimizatin

16 6 Chapter 1 / Intrductin t SAS 9.4 Using Multi-Threaded Capabilities n Single- Machine Deplyments In additin, the analytics prcedures in these prducts are available frm traditinal SAS analytics prducts (such as SAS/STAT). Because these SAS High-Perfrmance Analytics prcedures are available frm the traditinal SAS analytics prducts, yu can nw run these high-perfrmance analytics prcedures n single-machine deplyments. SAS Enterprise Miner SAS/ETS SAS Frecast Server SAS/OR SAS/STAT SAS Text Miner Managing Yur Data Building an Integrated Infrmatin Management Platfrm SAS has nw fully integrated the DataFlux suite f data quality, data integratin, data gvernance, and master data management slutins. Incrprating the DataFlux brand int SAS helps custmers build a mre integrated infrmatin management apprach that ges beynd data management and gvernance t supprt analytics and decisin management. Sme DataFlux prducts have changed their names t SAS, and thers will in the future. Fr example, DataFlux Federatin Server is nw SAS Federatin Server. Instead f being licensed separately, DataFlux prducts are nw being cmbined with SAS sftware fferings that include ther SAS prducts as well. Changes in fferings might affect yur license renewals.

17 Managing Yur Data 7 Perfrming Advanced Data Manipulatin In- Database By Using DS2 DS2 is a new SAS prprietary prgramming language that is apprpriate fr advanced data manipulatin and applicatins. DS2 is included with Base SAS and is used in cnjunctin with the SAS DATA step. This language als includes additinal data types, ANSI SQL types, prgramming structure elements, and user-defined methds and packages. T allw SQL pre-prcessing n input tables, the SET statement fr DS2 supprts FedSQL syntax. The queries that are generated at run time can exchange data interactively between DS2 and any supprted database. Yu can run yur DS2 threaded packages n a database by using the SAS In-Database Cde Acceleratr. Managing Relatinal Data Optimally By Using SAS FedSQL SAS FedSQL is a SAS prprietary implementatin f the ANSI SQL:1999 cre standard. It prvides supprt fr new data types and ther ANSI 1999 cre cmpliance features and prprietary extensins. FedSQL prvides data access technlgy that prvides a scalable, threaded, high-perfrmance way t access, manage, and share relatinal data in multiple data surces. When pssible, FedSQL queries are ptimized with multi-threaded algrithms t reslve large-scale peratins. SAS FedSQL enables yu t access multiple data surces withut perfrming a different SQL query fr each data surce. The same FedSQL query can be used n several data surces, and the results are presented in a single table. By using the FEDSQL prcedure, yu can submit FedSQL language statements in a Base SAS sessin. Imprving Access t Yur Data In SAS 9.4, the SAS/ACCESS engines t Oracle, DB2, and Teradata are enhanced t imprve READ and WRITE perfrmance. In additin, there are several new SAS/ACCESS engines:

18 8 Chapter 1 / Intrductin t SAS 9.4 SAS/ACCESS Interface t Impala SAS/ACCESS Interface t the PI System SAS/ACCESS Interface t PstgreSQL SAS/ACCESS Interface t SAP HANA SAS/ACCESS Interface t Vertica Nte: The SAS/ACCESS Interface t Impala and the SAS/ACCESS Interface t the PI System were added in the secnd maintenance release fr SAS 9.4. Integratin with SAS Visual Analytics As SAS prducts are integrated with SAS Visual Analytics, yu can access them frm a single interface. Yu can nw access SAS Strategy Management and the SAS Business Rules Manager frm the Hub in SAS Visual Analytics. In later releases, mre prducts will be added.

19 9 2 SAS Fundatin Base SAS DS2 Language FedSQL Language Hadp Supprt Imprved Perfrmance Increased Security Execute the DATA Step in New Supprted Envirnments Enhance Yur SAS Output Enhanced ODS Statistical Graphs Lcked-dwn State Create Custmized Attributes fr Data Sets and Variables Preserve the SAS Envirnment between SAS Sessins Write JavaScript Object Ntatin (JSON) View SAS Data Sets By Using JMP Prcess Streamed Data Write t a SharePint Dcument Library Read User Text Read ZIP Files Prcess Time and Datetime Values By Using Time Znes Manage Lcale Infrmatin in a Data Set Change the Language That Is Used fr Output Audit and Reprt Mre abut SAS and SAS Applicatins Supprt fr Clustered r Single SAS Metadata Server Transprting SAS Files General Enhancements t SAS Prcedures

20 10 Chapter 2 / SAS Fundatin Enhancements t Base SAS Statistical Prcedures SAS under UNIX SAS under Windws SAS under z/os Additinal Infrmatin SAS/ACCESS SAS/ACCESS 9.4 Interface fr Relatinal Databases SAS/ACCESS 9.4 Interface t Hadp SAS/ACCESS 9.4 Interface t Oracle SAS/ACCESS 9.4 Interface t PC Files SAS/CONNECT SAS/GIS SAS/GRAPH SAS Grid Manager SAS/SHARE SAS Scalable Perfrmance Data Server SAS Scalable Perfrmance Data Server SAS Scalable Perfrmance Data Server SAS Studi SAS Studi SAS Studi SAS Studi Base SAS 9.4 DS2 Language DS2 is a new SAS prprietary prgramming language that is apprpriate fr advanced data manipulatin and applicatins. DS2 is included with Base SAS and intersects with

21 the SAS DATA step. It als includes additinal data types, ANSI SQL types, prgramming structure elements, and user-defined methds and packages. Several DS2 language elements accept embedded FedSQL syntax, and the run-time-generated queries can exchange data interactively between DS2 and any supprted database. This actin enables SQL preprcessing f input tables, which effectively cmbines the pwer f the tw languages. The DS2 prcedure enables yu t submit DS2 language statements frm a Base SAS sessin. Leveraging the pwer f the SAS Embedded Prcess, the SAS In-Database Cde Acceleratr enables yu t publish a DS2 thread prgram t the database and execute the thread prgram in parallel inside the database. The first maintenance release fr SAS 9.4 includes the fllwing DS2 changes: The behavir fr the SAS In-Database Cde Acceleratr has changed where the DS2 cde is nt executed inside the database, by default. An ptin must be set t send the DS2 cde t the database. The SAS In-Database Cde Acceleratr fr Teradata can nw run the DS2 data prgram as well as the thread prgram inside the database. New DS2 cnfiguratin and run-time lggers have been added t the SAS Lgging Facility. The secnd maintenance release fr SAS 9.4 includes the fllwing DS2 changes: The SAS In-Database Cde Acceleratr fr Hadp runs the DS2 data prgram as well as the thread prgram inside the database. A new predefined HTTP package enables yu t cnstruct an HTTP client t access web services. A new lgger enables lgging f HTTP traffic thrugh the SAS Lgging Facility. A cnnectin string parameter is available when instantiating an SQLSTMT package. Base SAS In the February 2015 release, the SAS In-Database Cde Acceleratr fr Hadp uses HCatalg t prcess cmplex, nn-delimited files. Using HCatalg enables the SAS In- Database Cde Acceleratr fr Hadp t supprt Avr, ORC, RCFile, and Parquet file types. In additin, yu can nw use the DBCREATE_TABLE_OPTS table ptin t

22 12 Chapter 2 / SAS Fundatin specify the utput SerDe, the utput delimiter f the Hive table, the utput ESCAPED BY character, and any ther CREATE TABLE syntax allwed by Hive. Fr mre infrmatin, see SAS DS2 Language Reference and Base SAS Prcedures Guide. FedSQL Language SAS FedSQL is a SAS prprietary implementatin f the ANSI SQL:1999 cre standard. It prvides supprt fr new data types and ther ANSI 1999 cre cmpliance features and prprietary extensins. FedSQL prvides data access technlgy that brings a scalable, threaded, high-perfrmance way t access, manage, and share relatinal data in multiple data surces. When pssible, FedSQL queries are ptimized with multi-threaded algrithms in rder t reslve large-scale peratins. Fr applicatins, FedSQL prvides a cmmn SQL syntax acrss all data surces. That is, FedSQL is a vendr-neutral SQL dialect that accesses data frm varius data surces withut submitting queries in the SQL dialect that is specific t the data surce. In additin, a single FedSQL query can target data in several data surces and return a single result table. The FEDSQL prcedure enables yu t submit FedSQL language statements frm a Base SAS sessin. In its initial release, FedSQL prvided access t the fllwing data surces: SAS data sets, SAS Scalable Perfrmance Data Engine (SPD Engine) data sets, and the fllwing databases: Aster, DB2 fr UNIX and PC perating envirnments, Greenplum, MySQL, Netezza, ODBC databases (such as Micrsft SQL Server), Oracle, SAP (Read-nly), Sybase IQ, and Teradata. The first maintenance release fr SAS 9.4 adds supprt fr Memry Data Stre (MDS), SAP HANA, and SASHDAT data surces. The secnd maintenance release fr SAS 9.4 has the fllwing FedSQL enhancements: Supprt fr Hive, HDMD, and PstgreSQL data surces. Nt all FedSQL statements are supprted fr each data surce. See the dcumentatin fr FedSQL statements t determine statement supprt.

23 The CAST functin fr ODBC enables yu t cnvert a value frm ne data type t anther. DBMS-specific clauses can be added when indexes are created. SASHDAT files can be cmpressed. Fr mre infrmatin, see SAS FedSQL Language Reference and Base SAS Prcedures Guide. Base SAS Hadp Supprt The first maintenance release fr SAS 9.4 enables yu t use the SPD Engine t read, write, and update data in a Hadp cluster thrugh the HDFS. In additin, yu can nw use the HADOOP prcedure t submit cnfiguratin prperties t the Hadp server. The secnd maintenance release fr SAS 9.4 has the fllwing enhancements: SAS Hadp Cnfiguratin Guide fr Base SAS and SAS/ACCESS is available frm the third-party site fr Hadp n supprt.sas.cm. This bk explains hw t cnfigure SAS cmpnents s that yu can use SAS technlgy t cnnect t Hadp. SAS can write Hadp MapReduce jb infrmatin t the SAS lg. The SPD Engine imprves Hadp perfrmance. Yu can submit HDFS cmmands thrugh WebHDFS. Fr mre infrmatin, see SAS 9.4 SPD Engine: String Data in the Hadp Distributed File System and the HADOOP prcedure in Base SAS Prcedures Guide. Fr mre infrmatin abut HDFS cmmands, see FILENAME (Hadp Access Methd) in SAS Statements: Reference. Imprved Perfrmance SAS can prcess large amunts f data mre efficiently by using new system ptins t align data and utility files n a page bundary and t set the page size fr a SAS library t be the same size as a RAID stripe.

24 14 Chapter 2 / SAS Fundatin Optimizatin prcesses t determine page size and the default size f a lgical recrd length have been enhanced. The Scalable Perfrmance Data Engine (SPD Engine) enables the caching f pened SPD Engine files. In the secnd maintenance release fr SAS 9.4, the SPD Engine enhances I/O cntrl and efficiency, and imprves Hadp perfrmance. Fr mre infrmatin, see SAS System Optins: Reference, SAS Language Reference: Cncepts, and SAS Scalable Perfrmance Data Engine: Reference. Increased Security SAS/SECURE is a prduct within the SAS System, and it is nw included with Base SAS. In prir releases, SAS/SECURE was an add-n prduct that was licensed separately. A separate license fr SAS/SECURE is n lnger required. This change makes strng encryptin available in all deplyments (except where prhibited by imprt restrictins). SAS/SECURE increases the security by using the industry standard Advanced Encryptin Standard (AES) with 64-bit salt. The cmpnents f the SAS language that supprt security use the AES encryptin t encrypt and secure SAS data. SAS supprts mixed-case passwrds and the IBM standard fr passwrd phrases up t 100 characters. SAS data sets can be better secured by placing them in a metadata-bund library, which is a physical library that is tied t a metadata bject. The SAS lgging facility supprts SAS/CONNECT spawner and encryptin activity, and the auditing f lgging cnfiguratin changes, SAS data set access, and access t metadata-bund libraries. Lgger activity and level settings can be made secure. security has been enhanced. The first maintenance release fr SAS 9.4 incrprates a new default lcatin fr the TLS Certificate Authrity fr UNIX and z/os fundatin servers, and supprt fr Subject Alternative Names in TLS certificates n UNIX and z/os clients and servers. Authrized users f metadata-bund libraries can access data withut supplying the key-in cde.

25 Base SAS In the secnd maintenance release fr SAS 9.4, SAS 9.4 n UNIX and z/os supprts OpenSSL 1.0.1h. Fr mre infrmatin, see Encryptin in SAS, Base SAS Prcedures Guide, SAS Lgging: Cnfiguratin and Prgramming Reference, SAS System Optins: Reference, and SAS Guide t Metadata-Bund Libraries. Execute the DATA Step in New Supprted Envirnments In the first maintenance release fr SAS 9.4, the DATA step runs in-memry in the SAS LASR Analytic Server and inside Hadp using SAS/ACCESS and the SAS Embedded Prcess, with limitatins. Nte that the DATA step prcessing in Hadp is preprductin. In the secnd maintenance release fr SAS 9.4, DATA step prcessing in Hadp has mved frm preprductin status t prductin status. Fr mre infrmatin, see SAS LASR Analytic Server: Reference Guide and SAS In- Database Prducts: User s Guide. Enhance Yur SAS Output The Output Delivery System (ODS) Reprt Writing Interface (RWI) enables yu t create and manipulate predefined ODS bjects in a DATA step t create highly custmized utput. Using new ODS destinatins, yu can create EPUB, HTML5, and Micrsft PwerPint files. Yu can nw create text and list templates. Yu can arrange ODS utput bjects exactly where yu want them n a page, r use dynamic placement f bjects by using a grid structure. A new prcedure creates table templates and binds them with input data set in ne statement. Yu can animate multi-page GIF images and SVG files by setting system ptins.

26 16 Chapter 2 / SAS Fundatin The first maintenance release fr SAS 9.4 enables yu t apply cascading style sheets and includes supprt fr EPUB 3 standard. The secnd maintenance release fr SAS 9.4 has enhancements fr the EPUB, EPUB3, and HTML5 destinatins. Fr mre infrmatin, see SAS Output Delivery System: User s Guide, SAS Language Reference: Cncepts, and SAS System Optins: Reference. Enhanced ODS Statistical Graphs The ODS Graphics prducts prvide several new plt types, including axis tables that create an axis-aligned rw r clumn f textual data. Numerus plt layut, panel, and axis ptins have been added t cntrl and enhance the utput f yur graphs. Fr example, yu can nw custmize the appearance attributes fr grup values withut changing the ODS style template. Yu can als nw specify a clr-pririty rtatin pattern fr cycling graph data attributes. A new sub-pixel rendering feature prvides smther curves fr line charts and mre cnsistent spacing in bar charts. The ODS Graphics prducts prvide mre ptins fr fitting r splitting data labels, curve labels, and axis tick values when there is nt enugh rm t display the text nrmally. The data label psitining algrithm was imprved t better psitin the data labels with their data markers. In additin, data markers can nw be adjusted when multiple bservatins have the same respnse value. The ODS Graphics Designer intrduces an Aut Charts feature that generates a variety f graphs autmatically, based n yur data. The ODS Graphics suite f prducts includes the Graph Template Language, ODS Graphics prcedures, ODS Graphics Designer, and ODS Graphics Editr. In the first maintenance release fr SAS 9.4, ODS Graphics has new and revised plts, charts, and panels. In the secnd maintenance release fr SAS 9.4, ODS Graphics has a new text plt and several enhancements t the graphics utput.

27 Base SAS Fr mre infrmatin, see SAS Graph Template Language: Reference, SAS ODS Graphics: Prcedures Guide, SAS ODS Graphics Designer: User s Guide, and SAS ODS Graphics Editr: User s Guide. Lcked-dwn State In the first maintenance release fr SAS 9.4, the SAS server administratr can create an envirnment where yur SAS client has access t a specific set f directries and files if yu are running in a client/server envirnment. All ther directries and files wuld be inaccessible. When SAS is in a lcked-dwn state, access t several SAS language elements is restricted. In the secnd maintenance release fr SAS 9.4, certain access methds and their related prcedures are disabled, by default, when a SAS sessin is lcked dwn. Fr mre infrmatin, see SAS Language Reference: Cncepts Create Custmized Attributes fr Data Sets and Variables Yu can create attributes fr data sets and variables t cntain infrmatin that yu supply by using extended attributes. Extended attributes are part f a data set and are managed with the DATASETS prcedure. The prcedures that prcess data sets, such as CPORT, DOWNLOAD, and SQL, supprt extended attributes. Fr mre infrmatin, see SAS Language Reference: Cncepts. Preserve the SAS Envirnment between SAS Sessins The Wrk library data sets and catalgs, and the values f glbal statements, macr variables, and system ptins can be preserved between SAS sessins. Fr mre infrmatin, see SAS Language Reference: Cncepts, SAS System Optins: Reference, and Base SAS Prcedures Guide.

28 18 Chapter 2 / SAS Fundatin Write JavaScript Object Ntatin (JSON) SAS data sets can be written t an external file in JSON representatin. Fr mre infrmatin, see Base SAS Prcedures Guide. View SAS Data Sets By Using JMP SAS data sets can be cnverted t JMP files t view them by using JMP applicatins such as the JMP Graph Builder ipad applicatin. Fr mre infrmatin, see Base SAS Prcedures Guide and SAS Statements: Reference. Prcess Streamed Data SAS nw prcesses arbitrary text that cntains SAS macr specificatins in an input stream. The macr cde in the stream can be expanded and stred in a file. Stream-recrd frmat can be prcessed by the SFTP access methd. Data is transferred in image (binary) mde. Fr mre infrmatin, see Base SAS Prcedures Guide and SAS Statements: Reference. Write t a SharePint Dcument Library Yu can use the WebDAV access methd t write a file t a SharePint dcument library, specify the name f an authenticatin dmain metadata bject, and create and delete a directry. Fr mre infrmatin, see SAS Statements: Reference. Read User Text The DATAURL Access Methd reads character and URL-encded characters, and BASE64 data. Fr mre infrmatin, see SAS Statements: Reference.

29 Base SAS Read ZIP Files The new ZIP Access Methd reads ZIP files. Fr mre infrmatin, see SAS Statements: Reference. Prcess Time and Datetime Values By Using Time Znes The SAS language nw supprts time znes based n Universal Crdinate Time (UTC). Data sets and catalg time stamps can specify the time based n a specific time zne. Yu can specify a specific time zne, r yu can specify an area f the wrld fr SAS t determine the time fr that area, taking int accunt Daylight Saving Time. The secnd maintenance release fr SAS 9.4 includes new time zne functins. Fr mre infrmatin, see SAS Functins and CALL Rutines: Reference, SAS System Optins: Reference, and SAS Natinal Language Supprt (NLS): Reference Guide. Manage Lcale Infrmatin in a Data Set After placing lcale infrmatin in a data set, SAS can use the data set t cnfigure SAS fr a lcale. A new prcedure manages the data set and writes the lcale infrmatin t the SAS registry. Fr mre infrmatin, see SAS Natinal Language Supprt (NLS): Reference Guide. Change the Language That Is Used fr Output Using system ptins, yu can change the language f SAS utput and the SAS lg. Fr mre infrmatin, see SAS Natinal Language Supprt (NLS): Reference Guide.

30 20 Chapter 2 / SAS Fundatin Audit and Reprt Mre abut SAS and SAS Applicatins New lggers audit lgging cnfiguratins, access t SAS data sets, and metadatabund libraries. The ARM_DSIO subsystem has new ARM metrics that reprt data set infrmatin. The secnd maintenance release fr SAS 9.4 enables additinal cntrl ver lg file permissins and destinatins. Fr mre infrmatin, see SAS Lgging: Cnfiguratin and Prgramming Reference and SAS Interface t Applicatin Respnse Measurement (ARM): Reference. Supprt fr Clustered r Single SAS Metadata Server The SAS Metadata Server can be cnfigured as a clustered metadata server r as a single metadata server in SAS 9.4. Fr mre infrmatin abut enhancements that enable yu t mnitr and manage the cluster frm SAS, see SAS Language Interfaces t Metadata. Transprting SAS Files The secnd maintenance release fr SAS 9.4 can read frm and write t transprt files in SAS Versin 5 (V5) r SAS Versin 8 (V8) frmats by using autcall macrs. Fr mre infrmatin, see Mving and Accessing SAS Files. General Enhancements t SAS Prcedures In the first maintenance release fr SAS 9.4, changes and enhancements t prcedures enable yu t determine the encding f data sets in a transprt file, transprt data sets with timezne ffsets, generate a ne-time passwrd frm the metadata server t access the SAS Cntent Server, and supprt user identity authenticatin. A link and supprting text were added fr Micrsft Excel functins.

31 The secnd maintenance release fr SAS 9.4 includes the fllwing enhancements: In DS2 and FedSQL, yu can cntrl the behavir f the SAS sessin when an NLS transcding failure ccurs. Yu can cntrl the srting f imprted files accrding t the destinatin cllating sequence. Passwrds are hidden in the SAS lg. The REPORT prcedure supprts several statistical keywrds. Fr mre infrmatin, see Base SAS Prcedures Guide. Base SAS Enhancements t Base SAS Statistical Prcedures The CORR prcedure can nw create an utput data set that cntains plychric crrelatin statistics and an utput data set that cntains plyserial crrelatin statistics. The FREQ prcedure nw des the fllwing: supprts Baker, exact mid-p, likelihd rati, and lgit binmial cnfidence limits prvides scre cnfidence limits fr the dds rati and relative risk and displays them in the crrespnding plts prvides Mantel-Haenszel, stratified Newcmbe, and summary scre estimates f the cmmn risk (prprtin) difference, which can be displayed in the risk difference plt prduces mid p-values fr exact tests clrs msaic plt tiles accrding t the values f the Pearsn residuals r the standardized residuals displays the Pearsn residuals in the CROSSLIST table The UNIVARIATE prcedure nw enables yu t verlay histgrams that are assciated with different levels f a CLASS variable nt a single plt, ffers

32 22 Chapter 2 / SAS Fundatin imprved maximum likelihd estimatin fr Jhnsn S U distributin parameters, and calculates the gemetric means f analysis variables. Fr mre infrmatin, see Base SAS Prcedures Guide: Statistical Prcedures. SAS under UNIX In the first maintenance release fr SAS 9.4, yu can enable SAS prgrams t send messages t and receive messages frm an ActiveMQ message brker and any JMS API-cmpliant message service in the UNIX envirnment. The secnd maintenance release fr SAS 9.4 has the fllwing enhancements: Yu can specify Read, Write, and Execute permissins fr a fileref. In a lcked-dwn state, sme FILENAME statement access methds are, by default, nt available but can be re-enabled by the SAS server administratr. New infrmatin is available abut UNIX envirnment variables. Yu can measure system perfrmance. Fr mre infrmatin, see SAS Cmpanin fr UNIX. SAS under Windws In the first maintenance release fr SAS 9.4, details have been added in supprt f Windws 32-bit architecture. The secnd maintenance release fr SAS 9.4 has the fllwing enhancements: SAS prvides a utility t clear temprary files. Yu can specify Read, Write, and Execute permissins fr a fileref. In a lcked-dwn state, sme FILENAME statement access methds are, by default, nt available but can be re-enabled by the SAS server administratr. Fr mre infrmatin, see SAS Cmpanin fr Windws.

33 Base SAS SAS under z/os The secnd maintenance release fr SAS 9.4 has the fllwing enhancements: Large blck size supprt fr SAS libraries n tape devices imprves perfrmance and efficiency. The LOCKDOWN feature is supprted fr fundatin servers. SAS can generate TCW channel prgrams fr Read peratins n sme direct access bund libraries, imprving I/O perfrmance. Fr mre infrmatin, see SAS Cmpanin fr z/os. Additinal Infrmatin Fr mre infrmatin, see these resurces: New Base SAS 9.4 Features What s New in Base SAS 9.4 Prcedures in Base SAS Prcedures Guide What s New in Base SAS 9.4 Statistical Prcedures in Base SAS Prcedures Guide: Statistical Prcedures What s New in Base SAS 9.4 System Optins in SAS System Optins: Reference What s New in Base SAS 9.4 Language Cncepts in SAS Language Reference: Cncepts What s New in SAS 9.4 Scalable Perfrmance Data Engine in SAS Scalable Perfrmance Data Engine: Reference What s New in Encryptin in SAS 9.4 in Encryptin in SAS What s New in the SAS 9.4 Lgging Facility in SAS Lgging: Cnfiguratin and Prgramming Reference What s New in the Output Delivery System in SAS Output Delivery System: User's Guide

34 24 Chapter 2 / SAS Fundatin What s New in SAS 9.4 Graph Template Language in SAS Graph Template Language: Reference What s New in SAS ODS 9.4 Graphics Prcedures in SAS ODS Graphics: Prcedures Guide What s New in SAS 9.4 ODS Graphics Designer in SAS ODS Graphics Designer: User's Guide What s New in SAS 9.4 ODS Graphics Editr in SAS ODS Graphics Editr: User's Guide What s New in SAS 9.4 Statements in SAS Statements: Reference What s New in SAS 9.4 Functins and CALL Rutines in SAS Functins and CALL Rutines: Reference What s New in SAS 9.4 Natinal Language Supprt in SAS Natinal Language Supprt (NLS): Reference Guide What s New in SAS 9.4 Applicatin Respnse Measurement in SAS Interface t Applicatin Respnse Measurement (ARM): Reference What s New in SAS 9.4 Language Interfaces t Metadata in SAS Language Interfaces t Metadata SAS/ACCESS SAS/ACCESS 9.4 Interface fr Relatinal Databases In SAS 9.4, there are several new SAS/ACCESS engines: SAS/ACCESS Interface t Impala SAS/ACCESS Interface t PI System SAS/ACCESS Interface t PstgreSQL

35 SAS/ACCESS 25 SAS/ACCESS Interface t SAP HANA SAS/ACCESS Interface t Vertica Nte: The SAS/ACCESS Interface t Impala and the SAS/ACCESS Interface t PI System were added in the secnd maintenance release fr SAS 9.4. These new engines prvide direct, transparent access t the engine thrugh LIBNAME statements and the SQL pass-thrugh facility. Yu can use varius LIBNAME statement ptins and data set ptins that the LIBNAME engine supprts t cntrl the data that is returned t SAS. Fr mre infrmatin, see What s New in SAS/ACCESS 9.4 Interface fr Relatinal Databases in SAS/ACCESS fr Relatinal Databases: Reference and SAS/ACCESS Interface t the PI System: Reference. SAS/ACCESS 9.4 Interface t Hadp Starting in the secnd maintenance release fr SAS/ACCESS 9.4 Interface t Hadp, HiveServer2 is supprted as the default Hive prtcl. Yu can create and append t Hive tables by using the WebHDFS service. SAS supprts Hive data types TIMESTAMP, DATE, and VARCHAR fr Hive 0.12 and CHAR fr Hive Als, SAS supprts Hive authrizatin and authenticatin by using IBM InfSphere BigInsights 2.1. Fr mre infrmatin, see Hadp Supprt n page 13. SAS/ACCESS 9.4 Interface t Oracle Starting in the secnd maintenance release fr SAS/ACCESS 9.4 Interface t Oracle, yu can perfrm bulk lading by using the Oracle Direct Path API instead f the Oracle SQL*Lader utility. Starting with Oracle 12c, the default data type fr SAS character variables in SAS utput is either VARCHAR2 r CLOB, depending n the length f the variable. SAS/ACCESS 9.4 Interface t PC Files SAS/ACCESS 9.4 Interface t PC Files enables yu t exchange (imprt and exprt) PC files between the riginal surce frmat and SAS data sets. Files are mved

36 26 Chapter 2 / SAS Fundatin between the native PC frmat and SAS data sets by using the IMPORT and EXPORT prcedures and wizards r by using LIBNAME statements. SAS/ACCESS 9.4 has several enhancements t supprt Micrsft Excel XLSX files. Fr example, yu can add a new Micrsft Excel XLSX wrksheet t an existing wrkbk, and yu can replace an existing wrksheet in a wrkbk. Yu can exprt Excel XLSX files directly t UNIX. In this release, yu can specify DBMS=XLSX t read and write t Excel wrkbks under UNIX and Micrsft Windws directly withut accessing the PC Files Server. Certain statements used with the IMPORT and EXPORT prcedures have been updated: RANGE=, SHEET=, GETNAMES=, GUESSINGROWS=. Hw RANGE= and SHEET= handle special characters in names has changed in Micrsft Excel XLSX files. The EXPORT prcedure supprts the ENCRYPTKEY= ptin, which specifies the key value that is required fr exprting an AES-encrypted SAS data set. Supprt fr the Base SAS ENCRYPTKEY= data set ptin is als added. SAS/ACCESS 9.4 imprts data frm JMP files saved with Versin 7 r later frmats, and exprts SAS data t JMP files with Versin 7 r later frmats. Supprt fr these newer file frmats enables yu t access JMP files frm an applicatin such as the JMP Graph Builder ipad. SAS/ACCESS 9.4 als supprts imprting and exprting JMP files with mre than 32,767 variables. JMP variable names can be up t 255 characters in length. Because yu can use the Base SAS IMPORT and EXPORT prcedures n JMP files withut a SAS/ACCESS license, the preceding infrmatin applies t SAS 9.4 as well. In earlier releases f SAS, the META statement was used fr imprting and exprting JMP files. In SAS 9.4, this statement is n lnger supprted. Instead, extended attributes are autmatically used. If extended attributes are in a file, they are autmatically transferred t the new file when that file is imprted r exprted. Fr example, when imprting a JMP file with extended attributes, the attributes are autmatically attached t the new SAS data set. The ROWSTATE data type is generated by JMP and is used t stre several rw-level characteristics. If the JMP file cntains rw state infrmatin, PROC IMPORT stres this infrmatin as a new variable with the name _rwstate_. If the EXPORT prcedure

37 SAS/CONNECT finds a clumn named _rwstate_, the prcedure cnverts this clumn t the rw state infrmatin in the utput JMP file. Fr mre infrmatin, see JMP Data Types in SAS/ACCESS Interface t PC Files: Reference. Beginning with SAS/ACCESS 9.4, when yu imprt a Stata file, SAS can read multiple Stata missing values and map them t multiple SAS special missing values such as.a.z r a single dt (.) fr up t 27 missing values. The PC Files Server can be perated as a Micrsft Windws service r as a Windws applicatin n the 64-bit r 32-bit Windws perating system. Beginning with SAS/ACCESS 9.4, if the machine des nt have Micrsft Office r an ACE driver already installed n it, the 64-bit versin f the SAS PC Files Server is the default. Fr mre infrmatin, see SAS PC Files Server: Installatin and Cnfiguratin Guide. (This dcument was first available in the secnd maintenance release fr SAS 9.4.) Starting in the secnd maintenance release, SAS/ACCESS 9.4 Interface t PC Files has added a new SAS LIBNAME engine called XLSX. It enables yu t directly read and write data between Micrsft Excel XLSX files and SAS n Linux, UNIX, and Micrsft Windws perating envirnments. Fr mre infrmatin, see What s New in SAS/ACCESS 9.4 Interface t PC Files in SAS/ACCESS Interface t PC Files: Reference. SAS/CONNECT 9.4 SAS/CONNECT 9.4 ffers enhanced tls fr managing the SAS/CONNECT spawner, including new spawner start-up ptins, a new spawner interface, and a new spawner executable file that is the same fr each perating envirnment. SAS/CONNECT als features enhanced lgging and messaging supprt, enhanced data transfer f encded data, supprt fr several new Base SAS language elements, and supprt fr the uplad and dwnlad f extended attributes that use the UPLOAD and DOWNLOAD prcedures. The LOCKDOWN statement and LOCKDOWN system ptin are new in the first maintenance release fr Base SAS 9.4. With LOCKDOWN, the SAS server

38 28 Chapter 2 / SAS Fundatin administratr can create a restricted envirnment in which the SAS/CONNECT client has limited access t a designated set f directries and files. In the secnd maintenance release fr SAS/CONNECT 9.4, yu can nw use the wildcard character t specify 0 r mre characters anywhere in the filename. This new pattern-matching capability enables yu t mre efficiently transfer data cmprised f multiple files t and frm remte sessins. Fr mre infrmatin, see What s New in SAS/CONNECT 9.4 in SAS/CONNECT User's Guide. SAS/GIS 9.4 SAS/GIS 9.4 expands its imprt capability t include the U.S. Census Bureau s Tplgically Integrated Gegraphic Encding and Referencing (TIGER) shapefiles (.shp) that are dated 2007 t the present. Yu can nw rganize and analyze, either interactively r prgrammatically, the mst current spatial data. Yu can als cntinue t wrk with TIGER Recrd Type (RT) files that are dated prir t Fr mre infrmatin, see What s New in SAS/GIS 9.4 in SAS/GIS: Spatial Data and Prcedure Guide. SAS/GRAPH 9.4 SAS/GRAPH 9.4 includes the fllwing enhancements: The GEOCODE prcedure nw supprts nn-u.s. street gecding. T supprt nn-u.s. street gecding, new lkup data sets are available, and the existing lkup data sets are refrmatted. A new imprt macr prgram, %GEOBASE2GEOCODE, and an updated versin f %TIGER2GEOCODE are available frm the SAS Maps Online website. These macrs create lkup data sets in the new frmat. The new DIRECTION= ptin enables yu t specify an alternate data set f street directin names and abbreviatins, such as nrthwest r NW. The new STATE= ptin enables yu t specify an alternate data set that cntains state

39 r prvince character names rather than FIPS numeric cdes. The STREET gecding methd nw prvides several new and changed values fr the utput variables _MATCHED_ and _NOTES_ t supprt U.S. and nn-u.s. street gecding. The map data sets in the MAPSGFK library have been updated. SAS/GRAPH The GINSIDE prcedure prvides tw new ptins t cntrl whether t keep r drp map data set variables, KEEPMAPVARS and DROPMAPVARS. In the GMAP prcedure, the new LATLON= ptin specifies that the unprjected LAT and LONG variables frm the map data set are used fr crdinate data instead f the Y and X variables. The new RESOLUTION= ptin specifies that the GMAP prcedure use thse map bservatins cntaining a reslutin variable with a certain level (value). The new preprductin OSM ptin enables yu t specify an OpenStreetMaps style and prject map data nt an OSM map. In the GPROJECT prcedure, the LATLON= ptin specifies that the unprjected LAT and LONG variables frm the map data set are used fr crdinate data instead f the Y and X variables. The new FROM= and TO= ptins invke the PROJ4 prjectin and enable yu t specify a crdinate system fr the prjectin. These FROM= and TO= ptins can als be used tgether t reverse a prjectin. In the GREMOVE prcedure, the new DROPVARS ptin drps all input data set variables frm the utput map data set. In the GPLOT prcedure, the new CBASELINE= ptin specifies the clr f the hrizntal baseline fr reference lines f a plt. The GCHART prcedure prvides new ptins. The PPERCENT= ptin mdifies the fnt, height, and clr f the percentages that are displayed in pie slice labels. When used with the PLABEL= ptin (which cntrls the text attributes f pie slice labels), yu can easily differentiate between percentages and text labels. The EXPLODE=ALL ptin pulls all f the slices utward frm the center f the pie. In the GKPI prcedure, the FORMAT= ptin nw accepts user-defined frmats. The SVG and GIF devices nw supprt animatin. In additin, the GIF device nw supprts RGBA clr mde (transparency) and anti-aliasing.

40 30 Chapter 2 / SAS Fundatin The new TIFF and TIFFK devices prduce TIFF images and supprt the RGBA and CMYK clr mdes, respectively. The new EMFDUAL device prduces a graphics file that cntains bth EMF and EMF Plus recrds. It supprts RGBA clrs (transparency). The new %SHORTCUT autcall macr creates a shrtcut device that is linked t the existing Universal Printers f the same name. It can als define a new Universal Printer and shrtcut device and link the device t the Universal Printer. The Anntate Facility has several enhancements. The IMGPATH variable nw accepts a URL lcatin fr graphics that are n web pages. The HTML= ptin enables yu t animate text labels that are created with the LABEL functin, and it has been added t the ARROW functin. The %CENTROID macr has been enhanced t return mre accurate centrid lcatins. The Tile Chart applet supprts adding ne r mre custm menu items t the tile chart pp-up menu. The Treeview applet supprts assigning multiple drill-dwn links fr each nde in the diagram. TITLE and FOOTNOTE statements nw supprt the ALT= ptin, which specifies descriptive text fr a URL t which a title r ftnte links, r fr the title r ftnte itself. Starting with the first maintenance release f SAS 9.4, the fllwing new functinality and enhancements are included: The GEOCODE prcedure fr street gecding ffers a new variable t handle multiple street type abbreviatins, changes requirements fr data set indexes, clarifies the text string requirements fr the DIRECTION variable, and adds fur nte value tkens. In additin, the GEOCODE prcedure adds tw variables t the SASHELP.ZIPCODE lkup data set t supprt city gecding. The CHORO statement in the GMAP prcedure supprts a prductin level f the OSM (OpenStreetMap) ptin when displaying maps using a JAVA r JAVAIMG device.

41 T see a brief descriptin f any SAS data set in the SASHELP library, as well as utput displaying the first five bservatins in each data set, see SASHELP Data Sets. Starting in the secnd maintenance release fr SAS 9.4, the fllwing new functinality and enhancements are included: The GEOCODE prcedure fr city gecding ffers a new variable t handle nnstandard state values, changes requirements fr the custmized versins f the SASHELP.GCSTATE lkup data set, changes variable values within the SASHELP.GCSTATE lkup data set, allws nn-abbreviated state names, and ffers an imprved %TIGER2GEOCODE imprt prgram. The GRADAR prcedure ffers a new parameter n the SPKLABEL= ptin. The PwerPint destinatin supprts bth the JAVAIMG device and the ACTXIMG device. The ZPNG device is disabled. Als, new HTML attributes are added t the SVG, SVGT, and SVGView devices. The GTILE prcedure nw supprts the NOLEGEND ptin. SAS Grid Manager Fr mre infrmatin, see What s New in SAS/GRAPH 9.4 in SAS/GRAPH: Reference. SAS Grid Manager 9.4 SAS Grid Manager prvides grid ptins sets and grid-launched wrkspace servers. A grid ptins set is a cllectin f grid ptins, SAS ptins, and required grid resurces that can be assigned when a specified SAS applicatin is used by a specified user r grup. Using grid ptins sets enables yu t map ptins fr grid jbs t applicatin users withut creating a new SAS Applicatin Server cntext fr each ptin and withut requiring input frm the applicatin users. Using grid-launched wrkspace servers enables SAS Grid Manager t launch new wrkspace servers fr lad balancing. This capability enables the grid s management and plicies t be applied t the wrkspace server and simplifies hw sme SAS applicatins, such as SAS Enterprise Guide, send jbs t a SAS grid.

42 32 Chapter 2 / SAS Fundatin Starting in the secnd maintenance release fr SAS 9.4, a Grid Manager plug-in is available frm SAS Envirnment Manager. This plug-in enables yu t perfrm these tasks: view infrmatin abut LSF clusters view infrmatin abut and manage grid jbs, hsts n the grid, and queues view infrmatin abut and manage high availability applicatins view audit recrds Fr mre infrmatin, see the sftware prduct page fr SAS Grid Manager. SAS/SHARE 9.4 SAS/SHARE 9.4 features enhanced security with metadata-bund library supprt and a new USETRUSTEDUSER prcedure ptin, as well as supprt fr extended attributes in SAS data sets and SAS libraries. Als, SAS/SHARE naming cnventins fr user IDs and passwrds have been enhanced t allw lnger names (up t 256 characters), mixed case, spaces, and punctuatin. Fr mre infrmatin, see What s New in SAS/SHARE 9.4 in SAS/SHARE User's Guide. SAS Scalable Perfrmance Data Server SAS Scalable Perfrmance Data Server 5.1 SAS 9.4 includes a new SAS Scalable Perfrmance Data Server engine that can cnnect with the SPD Server. This enhances the SPD Server experience and ffers expanded supprt fr regulatry, IT, and end-user features, such as the fllwing: enhanced (AES-256) encryptin fr data at rest supprt fr the Windws 64-bit Server

43 SAS Studi 33 SQL perfrmance enhancements new SPD Server cluster features, including nline cluster management and distributed cluster tables SAS Scalable Perfrmance Data Server 5.2 SPD Server 5.2 can read, write, and update tables in the Hadp envirnment. SPD Server 5.2 supprts WHERE-prcessing ptimizatin in the Hadp cluster usiing MapReduce. T supprt enterprise cmputing envirnments that have existing authenticatin prcesses and passwrd management systems, SPD Server 5.2 prvides supprt fr perfrming nn-native user authenticatin via the SAS Metadata Server. Fr mre infrmatin, see the sftware prduct page fr SAS Scalable Perfrmance Data Server. SAS Studi SAS Studi 3.1 SAS Studi is a develpment applicatin fr SAS that yu access thrugh yur web brwser. With SAS Studi, yu can access yur data files, libraries, and existing prgrams, and yu can write new prgrams. Yu can als use the predefined tasks in SAS Studi t generate SAS cde. When yu run a prgram r task, SAS Studi cnnects t a SAS server t prcess the SAS cde. The SAS server can be a hsted server in a clud envirnment, a server in yur lcal envirnment, r a cpy f SAS n yur lcal machine. After the cde is prcessed, the results are returned t SAS Studi in yur brwser. SAS Studi supprts multiple web brwsers, such as Micrsft Internet Explrer, Apple Safari, Mzilla Firefx, and Ggle Chrme. In additin t writing and running yur wn SAS prgrams, yu can use the predefined tasks that are included with SAS Studi t analyze yur data. The tasks are based n

44 34 Chapter 2 / SAS Fundatin SAS System prcedures and prvide access t sme f the mst cmmnly used graph and analytical prcedures. Yu can als use the default task template t write yur wn tasks. SAS Studi 3.2 SAS Studi 3.2 includes several new features fr prgrammers. The SAS Prgram Package is a file that cntains a snapsht f a SAS prgram alng with its lg and HTML results. The autsave functinality creates cpies f each previusly saved prgram s that yu can recver files if yur brwser clses unexpectedly. Yu can create a summary page fr cde that yu have written as well as fr cde that is autmatically generated when yu run a task. New cde snippets shw yu hw t use the SAS macr functinality. In additin, yu can nw send a cpy f yur results, the assciated cde, and the lg files t anther user thrugh . Yu can als access files n an FTP server by creating a flder shrtcut. Several new analytical tasks (Binary Lgistic Regressin, Linear Regressin, and Predictive Regressin Mdeling) are available. The new Bx Plt task enables yu t easily create bx plts, and the new Data Explratin task uses graphs t help yu learn mre abut yur data. Fr mre infrmatin, see What s New in SAS Studi 3.2 in SAS Studi: User's Guide. SAS Studi 3.3 The Basic Editin f SAS Studi is nw supprted in Windws and UNIX perating envirnments. SAS Studi 3.3 includes a new visual prgramming perspective. With this perspective yu can use prcess flws t rganize and run yur wrk. A new query feature enables yu t extract data frm ne r mre tables accrding t the criteria that yu specify. SAS Studi 3.3 als includes several new tasks. The new Bubble Plt task enables yu t explre the relatinship between three r mre variables. New analytical tasks include the Analysis f Cvariance task, the Generalized Linear Mdels task, and the N-

45 SAS Studi 35 way ANOVA task. The new Cmbinatrics and Prbability categry includes a Cmbinatins task, a Permutatins task, tw prbability tasks, and tw simulatin tasks. Fr mre infrmatin, see What s New in SAS Studi 3.3 in SAS Studi: User's Guide.

46 36 Chapter 2 / SAS Fundatin

47 37 3 Analytical Prducts SAS Business Rules Manager SAS Business Rules Manager SAS Business Rules Manager SAS Cntextual Analysis SAS Cntextual Analysis SAS Cntextual Analysis SAS Decisin Manager SAS Decisin Manager SAS Decisin Manager SAS Enterprise Miner SAS Enterprise Miner SAS Enterprise Miner SAS Enterprise Miner SAS Energy Frecasting SAS Event Stream Prcessing SAS Event Stream Prcessing Engine SAS Event Stream Prcessing SAS/ETS SAS/ETS SAS/ETS SAS/ETS SAS Frecast Server

48 38 Chapter 3 / Analytical Prducts SAS Frecast Server SAS Frecast Server SAS High-Perfrmance Risk SAS High-Perfrmance Risk SAS High-Perfrmance Risk SAS High-Perfrmance Risk SAS High-Perfrmance Risk SAS/IML SAS/IML SAS/IML SAS/IML SAS Mdel Manager SAS Mdel Manager SAS Mdel Manager SAS OpRisk VaR SAS/OR SAS/OR SAS/OR SAS/OR SAS/QC SAS/QC SAS/QC SAS/QC SAS Risk Dimensins SAS/STAT SAS/STAT SAS/STAT SAS/STAT SAS Text Miner SAS Text Miner SAS Text Miner

49 SAS Business Rules Manager 39 SAS Text Miner SAS Business Rules Manager SAS Business Rules Manager 2.1 SAS Business Rules Manager 2.1 runs n SAS 9.4 and includes several new features and enhancements: integratin f SAS Business Rules Manager int the SAS Decisin Manager suite f prducts supprt fr authrizatin ability t define and view data tables ability t easily run SAS Visual Data Builder t define and create data tables ability t generate rule flws frm market basket data macrs fr imprting and exprting flders and lkup tables supprt fr SAS Web Infrastructure Platfrm Data Server ability t view publish infrmatin fr rule flws supprt fr intermediate terms Fr mre infrmatin, see the prduct dcumentatin page fr SAS Business Rules Manager.. SAS Business Rules Manager 2.2 SAS Business Rules Manager 2.2 runs n the secnd maintenance release fr SAS 9.4. New features and enhancements in this release enable yu t perfrm these tasks: create libraries and register tables in the SAS Metadata Repsitry send rule flws thrugh apprval wrkflws and track wrkflw tasks

50 40 Chapter 3 / Analytical Prducts manage versins f rule sets and rule flws create rule flws as stred prcesses run a wizard t generate and imprt vcabularies, rule sets, and rule flws frm an input data surce by using the Decisin Tree, Screcard, Market Basket Analysis, r Recency Frequency Mnetary discvery techniques execute rule flws inside the databases by using the SAS In-Database Cde Acceleratr fr Teradata and Greenplum selectively include rule sets in a rule flw save rule flw tests and display the results f previus tests display the terms and lkup tables that are used in a rule set imprt terms frm an input data table search fr rule sets by term Fr mre infrmatin, see What s New in SAS Business Rules Manager 2.2 in SAS Business Rules Manager: User's Guide. SAS Cntextual Analysis SAS Cntextual Analysis 12.3 New fr SAS 9.4, SAS Cntextual Analysis is a web-based categrizatin applicatin that cmbines the pwers f SAS Text Miner and SAS Enterprise Cntent Categrizatin int a single user interface. Using SAS Cntextual Analysis, yu can build mdels that autmatically categrize a set f input dcuments, identify key textual data in yur dcument cllectins, remve meaningless textual data, categrize that data, and custmize yur mdels in rder t realize the value f yur text-based data.

51 SAS Decisin Manager 41 SAS Cntextual Analysis 13.2 SAS Cntextual Analysis 13.2 is a majr prduct release with an enhanced user interface. SAS Cntextual Analysis 13.2 cmbines mre f the machine learning capabilities f SAS Text Miner with the rules-based linguistic methds fr categrizatin and extractin in SAS Enterprise Cntent Categrizatin. It is nw als pssible t imprt SAS Enterprise Cntent Categrizatin prjects and create custm cncepts in SAS Cntextual Analysis. Generated categry rules fllw the SAS Enterprise Cntent Categrizatin categry rules frmat (MCAT) and are fully supprted. Dcument-level sentiment scring is nw available. A feature fr viewing and dwnlading scre cde fr cncepts, sentiment, and categries enables yu t leverage yur mdel t scre external dcuments. In additin, the interfaces fr dcument viewing, prject creatin and editing, and the Prperties page have been enhanced. Fr mre infrmatin, see the prduct dcumentatin page fr SAS Cntextual Analysis. SAS Decisin Manager SAS Decisin Manager 2.1 SAS Decisin Manager enables businesses t autmate decisins that affect everything frm prfitability t custmer satisfactin. By autmating decisins, rganizatins in every industry can functin mre efficiently and imprve interactins with custmers, partners, suppliers, and emplyees. Organizatins that are highly regulated, such as financial services, health care, and insurance, can mre easily achieve cmpliance as a result f repeatable, traceable decisins. SAS Decisin Manager helps rganizatins manage data, business rules, analytical mdels, and ptimizatin techniques. Rule management, mdel management, data preparatin, and deplyment are integrated int a cnsistent interface fr easier accessibility.

52 42 Chapter 3 / Analytical Prducts SAS Decisin Manager 2.2 SAS Decisin Manager 2.2 runs n the secnd maintenance release fr SAS 9.4. The full functinality f the SAS Mdel Manager Java Client applicatin and the Wrkflw Cnsle web-based applicatin have been integrated int SAS Decisin Manager 2.2. New features and enhancements in this release enable yu t perfrm these tasks: create libraries and register tables in the SAS Metadata Repsitry manage wrkflws and track wrkflw tasks manage versins f prjects, rule sets, and rule flws publish mdels t Hadp and SAP HANA create rule flws as stred prcesses run a wizard t generate and imprt vcabularies, rule sets, and rule flws frm an input data surce by using the Decisin Tree, Screcard, Market Basket Analysis, r Recency Frequency Mnetary discvery techniques execute rule flws inside the databases by using the SAS In-Database Cde Acceleratr fr Teradata and Greenplum selectively include rule sets in a rule flw save rule flw tests and display the results f previus tests display the terms and lkup tables that are used in a rule set imprt terms frm an input data table search fr rule sets by term Fr mre infrmatin, see the prduct dcumentatin page fr SAS Decisin Manager.

53 SAS Enterprise Miner 43 SAS Enterprise Miner SAS Enterprise Miner 12.3 SAS Enterprise Miner 12.3 is a new release that runs n SAS 9.4. This majr release includes new tls and significant updates t existing tls t enhance yur data mining experience. Imprved scalability emphasizes the ability t train high-perfrmance data mining ndes n cmplex data that is used by existing persnal SAS wrkstatins r SAS servers. Key updates t the cre data mining tls include the fllwing: link analysis fr the visualizatin f translatinal data as a netwrk f intercnnected, linked entities updated decisin tree nde Data mining applicatin extensins include the fllwing: supprt fr time varying cvariates with the Survival Data Mining nde. Users can als set left-truncatin and censr dates. treatment level selectin fr the incremental respnse nde. interval target including lss given default supprt fr the interactive gruping nde f SAS Credit Scring fr SAS Enterprise Miner. All f the high-perfrmance data mining ndes are nw available (at n additinal licensing fee) fr threaded parallel prcessing n yur existing SAS Enterprise Miner desktp r server. High-perfrmance k-means clustering and decisin tree ndes have been added t SAS High-Perfrmance Data Mining. SAS Enterprise Miner 13.1 SAS Enterprise Miner 13.1 is a majr release that runs n the first maintenance release fr SAS 9.4 and later releases.

54 44 Chapter 3 / Analytical Prducts Here are sme f the new features and enhancements in the cre user interface: The Open Surce nde enables users t integrate R language cde inside a SAS Enterprise Miner prcess flw diagram. The Save Data nde prvides users with a simple way t save training, validatin, test, scre, r transactin data frm a SAS Enterprise Miner path t a user-defined path, r a previusly defined SAS library. The Decisin Tree nde enables users t imprt a previusly created mdel and apply this mdel t new data. The Time Series Dimensin Reductin nde extracts features frm each time series and reduces the dimensin f time. The Time Series Crrelatin nde helps users perfrm crrelatin and crsscrrelatin analyses. It calculates numerus aut-crrelatin and crss-crrelatin statistics n time series data. The Time Series Decmpsitin nde enables yu t perfrm seasnal decmpsitin f time series. Here are sme f the new features and enhancements in the SAS Enterprise Miner High-Perfrmance Data Mining ndes: The HP Cluster nde uses the high-perfrmance HPCLUSTER prcedure t perfrm k-means clustering analysis in distributed cmputing envirnments. The HP Frest nde prvides users with a chice f variable selectin methds: Out-f-Bag (OOB) Average Errr fr interval targets, r OOB marginal reductin fr class targets. The HP GLM nde uses the high-perfrmance HPGENSELECT prcedure t fit a generalized linear mdel in a distributed cmputing envirnment. The HP Neural nde nw prvides a User-Defined Architecture. The HP Principal Cmpnents nde perfrms principal cmpnent analysis by using the high-perfrmance HPPRINCOMP prcedure. The HP Supprt Vectr Machine nde uses the newly develped highperfrmance HPSVM prcedure fr binary classificatin prblems.

55 The HP Tree nde adds supprt fr mdels that have interval targets. SAS Enterprise Miner 45 Here are sme f the new features and enhancements in the SAS Enterprise Miner high-perfrmance prcedures: The new HPBNET prcedure learns a Bayesian netwrk frm an input data set t create a predictive mdel in supervised data mining. The new HPCLUS prcedure enables yu t read and write data in distributed frm and t perfrm clustering and scring in parallel. The new HPSVM prcedure executes the supprt vectr machine (SVM) algrithm in multiple threads. The HPFOREST prcedure ffers enhancements t enable the training algrithm t use multiple cncurrent threads, t segregate data fr pruning and early stpping, and t generate an bservatin ID in scred data. The HPNEURAL prcedures nw enables yu t use an arbitrary number f hidden layers t supprt deep learning, t specify the Pissn and gamma errr functin and the expnential utput layer activatin functin t supprt mdeling f cunt data, and t specify an activatin functin fr hidden layers and fr the utput layer. SAS Enterprise Miner 13.2 SAS Enterprise Miner 13.2 is a majr release and runs n the secnd maintenance release fr SAS 9.4 and later releases. SAS Enterprise Miner 13.2 creates a metadcde.sas file that enables yu t specify glbal metadata changes. Als, the Mdel Regressin nde prvides a new Mining Functin prperty that enables yu t specify the type f mdel t register. Here are the new features and enhancements in the SAS Enterprise Miner High- Perfrmance Data Mining nde: The HP Regressin nde prduces a new variance inflatin factr (VIF) table that can be used t detect multicllinearity. The HP Frest nde adds supprt fr a partitined validatin data.

56 46 Chapter 3 / Analytical Prducts SAS Enterprise Miner 13.2 adds supprt fr SAP HANA and Scalable Perfrmance Data Engine (SPD Engine). Here are sme f the new features in the SAS Enterprise Miner high-perfrmance prcedures: The new HPTSDR prcedure reduces the dimensinality f time series (in transpsed, transactinal, and clumnwise frmats), enabling yu t take advantage f fewer dimensins t perfrm tasks such as similarity and clustering. The HPCLUS prcedure nw uses the k-mdes algrithm fr clustering nminal input variables and enables yu t specify the imputatin methd fr nminal variables and the distance measure fr similarity in the k-mdes algrithm fr nminal input variables. The HPFOREST prcedure nw enables yu t create an ODS table that cntains a variety f fit statistics fr each target variable and enables yu t specify the csine activatin functin fr bth hidden layer neurns and target layer neurns. The HPSVM prcedure nw supprts crss validatin fr penalty selectin, the ID statement, training utput, and a new ODS table that cntains penalties and their crrespnding fit statistics. Fr mre infrmatin abut SAS Enterprise Miner 13.2, see the sftware prduct page fr SAS Enterprise Miner. SAS Energy Frecasting 3.1 Leveraging the experience that SAS has with hundreds f utilities wrldwide, SAS Energy Frecasting 3.1 imprves frecast results by prviding trustwrthy, repeatable, and defensible energy frecasts fr planning hrizns ranging frm very shrt-term (fr example, an hur ahead) t very lng-term (fr example, 50 years ahead). It is designed t meet the energy frecasting needs f the entire enterprise by prviding frecasts fr Energy Trading, Marketing, Risk Management, Operatins, Fuels, System Planning, Finance, and any ther department that might have a need fr an energy frecast.

57 SAS/ETS 47 SAS Event Stream Prcessing SAS Event Stream Prcessing Engine 2.3 SAS Event Stream Prcessing Engine 2.3 includes a new Streamviewer tl that uses the HTTP prtcl. The tl prvides enhanced graphic and publishing capabilities. 1+N way failver has been enhanced t supprt the RabbitMQ messaging system. SAS Event Stream Prcessing Engine nw enables expressins t access an event s pcde r flags. This release als includes a new Prject publish cnnectr and a new RabbitMQ cnnectr and adapter. SAS Event Stream Prcessing 3.1 SAS Event Stream Prcessing 3.1 (frmerly knwn as SAS Event Stream Prcessing Engine) shipped in May This release prvides a web-based client that enables yu t create event stream prcessing mdels. The SAS Event Stream Prcessing Studi client generates XML cde based n the mdels that yu define in the user interface. SAS Event Stream Prcessing 3.1 nw supprts these cnnectrs and adapters: Twitter, Sniffer, SOAP, Netezza, and REST. This release als includes a new integrated HTTP client driver. Fr mre infrmatin, see the prduct dcumentatin page fr SAS Event Stream Prcessing Engine. SAS/ETS SAS/ETS 12.3 SAS/ETS 12.3 is essentially a maintenance release f SAS/ETS sftware that runs n SAS 9.4.

58 48 Chapter 3 / Analytical Prducts In additin, the prcedures that make up the SAS High-Perfrmance Ecnmetrics prduct are available with SAS/ETS fr use in single-machine mde. Depending n data characteristics and mdel cmplexity, yu might see perfrmance imprvements ver cmparable SAS/ETS functinality that is nt multithreaded. Fr mre infrmatin, see Overview f SAS/ETS High-Perfrmance Prcedures in SAS/ETS User s Guide: High-Perfrmance Prcedures. SAS/ETS 13.1 SAS/ETS 13.1 is a majr release that runs n the first maintenance release f SAS 9.4 and later releases. Here are sme f the new features and enhancements: The AUTOREG prcedure nw enables yu t estimate GARCH mdels withut cnstraints n parameters. The COPULA prcedure nw supprts tail dependence plts. The COUNTREG prcedure nw supprts the fllwing features: The STORE statement enables yu t save yur mdel parameter estimates and ther statistics in item stres. New ptins in the CLASS statement enable yu t cntrl parameterizatin methds, reference levels, and srt rder fr classificatin variables. The SEVERITY prcedure nw supprts the fllwing features: The scale regressin mdel can include ffset variables. The new OUTSCORELIB statement creates scring functins. The PANEL prcedure nw supprts the Blundell and Bnd system GMM estimatr. The QLIM prcedure nw prvides the fllwing features: Bayesian estimatin is available fr mst f the multivariate mdels. Endgeneity issues can nw be addressed in mst mdels.

59 SAS/ETS 49 Heckman s tw-step prcedure nw enables the mdel fr the selected sample t be a discrete chice r limited dependent variable mdel. The SSM prcedure nw supprts the fllwing features: A mre general state-transitin equatin permits inclusin f regressin effects. Yu can nw search fr structural breaks in any mdel cmpnent. The UCM prcedure nw prvides a btstrap-based prcedure fr cmputing standard errr f a series and cmpnent frecasts. The VARMAX prcedure nw supprts the fllwing features: huge perfrmance and scalability imprvements fr VARMAX and VARMAX- GARCH mdels that are estimated by maximum likelihd inequality cnstraints n parameters initial values fr parameters matrix expressins, peratrs, and functins in the BOUND, INITIAL, RESTRICT, and TEST statements multivariate DCC GARCH mdels fur new frms f univariate GARCH mdels: expnential GARCH (EGARCH), pwer GARCH (PGARCH), quadratic GARCH (QGARCH), and the threshld GARCH (TGARCH) cncentrated likelihd estimatin fr CCC and DCC GARCH mdels The new SASEFRED interface engine enables yu t retrieve ecnmic data frm the FRED website, which is hsted by the Ecnmic Research Divisin f the Federal Reserve Bank f St. Luis. The SASECRSP interface engine supprts Linux X64 (64-bit), Slaris Sun Ultra Sparc, Slaris n Intel x86, and Windws. The new SASEXFSD interface engine enables yu t access FactSet data that are prvided by the FactSet FASTFetch web service.

60 50 Chapter 3 / Analytical Prducts Here are sme f the new high-perfrmance features and prcedures in SAS/ETS 13.1: The experimental high-perfrmance HPCDM prcedure estimates a cmpund distributin mdel, which is the distributin f an aggregate lss that yu expect t see in a given perid f time. The new HPCOPULA prcedure is a high-perfrmance versin f the COPULA prcedure, which enables yu t simulate realizatins f multivariate distributins by using the cpula apprach. The new HPPANEL prcedure is a high-perfrmance versin f the PANEL prcedure, which analyzes a class f linear ecnmetric panel data mdels. The HPCOUNTREG prcedure nw supprts the BY statement. The HPQLIM prcedure nw supprts discrete chice mdels and the BY statement. The HPSEVERITY prcedure nw supprts the fllwing features: BY statement ffset variables in the scale regressin mdel a new OUTSCORELIB statement, which creates scring functins Fr mre infrmatin, see What s New in SAS/ETS 13.1 in SAS/ETS 13.1 User s Guide. SAS/ETS 13.2 SAS/ETS 13.2 runs n the secnd maintenance release fr SAS 9.4 and later releases. Here are sme f the new features and enhancements: The new SASEQUAN interface engine enables yu t retrieve ecnmic data frm the Quandl website. The COUNTREG prcedure nw supprts the fllwing features: A number f Bayesian estimatin features are supprted. Yu can cntrl the number f threads that are used during ptimizatin.

61 SAS/ETS 51 Yu can stre parameter estimates and ther results n a per-by-grup basis in the item stre s that they can be retrieved later fr scring the BY grups in anther data set. The PANEL prcedure nw supprts the fllwing features: first-differenced methds fr ne-way and tw-way mdels panel data crss-sectinal dependence test Lagrange multiplier (LM) test fr crss-sectinal and time effects lcally mean mst pwerful (LMPP) and standardized Lagrange multiplier (SLM) tests Gurierux, Hlly, and Mnfrt Lagrange multiplier test tests fr serial crrelatin and crss-sectinal effects The QLIM prcedure has added an autmated algrithm t mnitr the quality f the psterir representatin thrugh MCMC methds. In ding s, this algrithm can retune and/r reinitialize the MCMC methds until the psterir distributin representatin is satisfactry. The SASEFRED interface engine nw perfrms errr checking t avid incmpatibility f varius ptins. The SEVERITY prcedure nw supprts the fllwing features: The CLASS statement is supprted. Yu can specify a wide variety f regressin effects, such as singletn cntinuus effects, plynmial cntinuus effects, main CLASS variable effects, and mre. Yu can save estimatin results in an item stre and use them fr parameter initializatin in a subsequent run f the SEVERITY r HPSEVERITY prcedure. Yu can create scring functins. Yu can limit the number f bservatins that are used t prepare the empirical distributin functin (EDF) estimates, enabling yu t speed up the EDF

62 52 Chapter 3 / Analytical Prducts estimatin step fr large data sets, especially when yu specify censring r truncatin effects. The VARMAX prcedure nw supprts the fllwing features: p-values fr the Jhansen cintegratin rank test multistep frecast fr the multivariate GARCH mdel, enabling yu t btain the multistep frecast f cnditinal cvariance matrices at any hrizns ahead The X12 prcedure nw enables yu t specify the fllwing: the size f frecast cnfidence limits the difference in critical values fr almst utliers the alpha value fr utlier detectin the methd f calculating the critical value fr utlier detectin based n the alpha value and the number f bservatins in the span that is used fr analysis the number f level-shift utliers t cnsider fr frming a temprary level shift the methd f adding utliers at each iteratin f mdel estimatin the rate f decay fr temprary change utliers the mving average filter fr each perid Fr mre infrmatin, see What s New in SAS/ETS 13.2 in SAS/ETS 13.2 User s Guide. Here are sme new features in SAS/ETS high-perfrmance prcedures: The HPCOUNTREG prcedure nw supprts panel data analysis. The HPSEVERITY prcedure nw supprts the fllwing features: The CLASS statement is supprted. Yu can specify a wide variety f regressin effects, such as singletn cntinuus effects, plynmial cntinuus effects, main CLASS variable effects, and mre. Yu can save estimatin results in an item stre and use them fr parameter initializatin in a subsequent run f the SEVERITY r HPSEVERITY prcedure.

63 SAS Frecast Server 53 Yu can create scring functins. PROC HPSEVERITY supprts the fllwing functins, which were previusly available nly in the SEVERITY prcedure: Yu can request a variety f plts in single-machine mde; yu can create a SAS data set in single-machine mde that cntains the EDF and CDF estimates f all distributins that d nt fail t cnverge; yu can specify the prbability f bservability; and yu can specify the same ptins in the NLOPTIONS statement that yu can specify in PROC SEVERITY. Fr mre infrmatin, see What s New in SAS/ETS 13.2 High-Perfrmance Prcedures in SAS/ETS User s Guide: High-Perfrmance Prcedures. SAS Frecast Server SAS Frecast Server 12.3 SAS Frecast Server 12.3 runs n SAS 9.4 and includes updates t the web infrastructure. SAS Frecast Server is nw integrated with SAS Time Series Studi, which is nw prductin sftware. SAS Time Series Studi enables yu t analyze and structure yur time-stamped data. Yu can exprt data frm SAS Time Series Studi and imprt it int SAS Frecast Studi. SAS Frecast Server 13.1 SAS Frecast Server 13.1 is a new release that runs n the first maintenance release fr SAS 9.4. Here are sme f the new features and enhancements in this release: supprt fr Integrated Windws Authenticatin, clustered servers, and grid cmputing envirnments new ptins fr changing the ODS frmat and executin server when running a reprt r stred prcess the ability t create a frecast data set fr independent variables

64 54 Chapter 3 / Analytical Prducts Fr mre infrmatin abut SAS Frecast Server 13.1, see the sftware prduct page fr SAS Frecast Server. SAS High-Perfrmance Risk SAS High-Perfrmance Risk 3.1 SAS High-Perfrmance Risk 3.1 runs n SAS 9.4 and includes these features: enhancements t risk analytics include netted and cllateralized expsure calculatins, prtfli stressing and filtering, and an enhanced scenari builder integratin with Hadp and SAS LASR enhancements t the user interface include enhanced srting, the ability t exprt graphs t Micrsft Excel, the ability t drill dwn in bar charts, and enhancements t stress testing ability fr high-perfrmance sensitivity analysis imprvements t perfrmance SAS High-Perfrmance Risk 3.2 SAS High-Perfrmance Risk 3.2 prvides the fllwing new features: access t SAS High-Perfrmance Risk thrugh the SAS Visual Analytics applicatin bar ability t exprt risk explratins t a PDF file user interface enhancements ability t send data sets frm grid ndes directly t a distributed data file system r t in-memry data ability t perturb instrument variables in a prtfli

65 SAS/IML 55 SAS High-Perfrmance Risk 3.3 SAS High-Perfrmance Risk 3.3 prvides the fllwing features: enhancements t scenari creatin and stress testing enhanced supprt fr cunterparty risk and credit value adjustment ability t price a prtfli by bth psitins and market states new SAS language statements SAS High-Perfrmance Risk 3.4 SAS High-Perfrmance Risk 3.4 prvides these new features: the capability t stre risk cube data files in the Hadp Distributed File System (HDFS) in distributed mde. The primary benefit f string risk cubes in HDFS is an imprved backup and restre prcess. the ability t define statistics and include them in a risk cube. Yu can als include distrtin risk measures in a risk cube. the ability t plt risk factrs in the Scenari Editr. new language elements. Fr mre infrmatin, see the sftware prduct page fr SAS High-Perfrmance Risk. SAS/IML SAS/IML 12.3 SAS/IML 12.3 is essentially a maintenance release f SAS/IML sftware that runs n SAS 9.4. Fr mre infrmatin, see the sftware prduct page fr SAS/IML.

66 56 Chapter 3 / Analytical Prducts SAS/IML 13.1 SAS/IML 13.1 is a majr release that runs n the first maintenance release f SAS 9.4 and later releases. Here are sme f the new features and enhancements: enhancements t the SAS/IML language syntax: The NEXT keywrd nw supprts expressins. The STOP and ABORT statements nw accept a default message that is displayed in the SAS lg. The parentheses in the RETURN statement are nw ptinal. new supprt f the Tweedie distributin by the RANDGEN subrutine new statistical functins, subrutines, and mdules: The CV functin returns the sample cefficient f variatin fr each clumn f a matrix. The HEATMAPCONT call creates a heat map f a matrix whse values are visualized by using a cntinuus clr ramp. The HEATMAPDISC call creates a heat map f a matrix whse values are visualized by using a discrete clr ramp. The KURTOSIS functin returns the sample kurtsis fr each clumn f a matrix. The LOGABSDET functin returns the lgarithm f the abslute value f a matrix determinant. The LPSOLVE call slves linear prgramming prblems. The MILPSOLVE call slves mixed-integer linear prgramming prblems. The PALETTE functin returns a discrete clr palette that is suitable fr chrpleth maps, heat maps, and ther graphical visualizatins that display a relatively small number f discrete values.

67 SAS Mdel Manager 57 The PARENTNAME functin returns the name f the matrix that was passed t a mdule. The SKEWNESS functin returns the sample skewness fr each clumn f a matrix. Fr mre infrmatin, see What s New in SAS/IML 13.1 in SAS/IML 13.1: User s Guide. SAS/IML 13.2 SAS/IML 13.2 runs n the secnd maintenance release fr SAS 9.4 and later releases. Here are sme f the new features and enhancements: The new experimental EXECUTEFILE subrutine executes SAS/IML statements that are cntained in a text file. Althugh nt frmally a part f SAS/IML sftware, the new SAS/IML File Exchange in the SAS/IML Supprt Cmmunity enables yu t share SAS/IML prgrams and dwnlad prgrams written by thers. Yu can pst SAS/IML functins, tag files, and rate files, and search fr files by tags, cntent, r authr. Fr mre infrmatin, see What s New in SAS/IML 13.2 in SAS/IML 13.2: User s Guide. SAS Mdel Manager SAS Mdel Manager 12.3 SAS Mdel Manager 12.3 runs n SAS 9.4. Majr themes fr this release include the ability t manage prjects cllabratively as ne cntrl grup, t supprt additinal mdel classes, and t perfrm mre activities frm within SAS Mdel Manager Wrkflw Cnsle. New features and enhancements in this majr release enable yu t perfrm the fllwing tasks: create and manage multiple prjects in a cntrl grup mnitr perfrmance f champin mdels fr all prjects within a cntrl grup and publish the champin mdels t the SAS Metadata Repsitry

68 58 Chapter 3 / Analytical Prducts schedule perfrmance mnitring tasks. specify multiple data surces and cllectin dates when defining perfrmance mnitring tasks. remve mdels that are published t a database. create flders, prjects, and versins by using macrs. Yu can als set prject prperties. create and view reprts within a wrkflw activity. view the prcess flw diagram fr a wrkflw. In additin, SAS Mdel Manager 12.3 prvides supprt fr these areas: SAS Enterprise Miner Randm Frest (HPFOREST), as well as the SAS/ETS COUNTREG and SEVERITY mdels multiple SAS applicatin servers when scring r retraining a mdel, and mnitring perfrmance f champin and challenger mdels Fr mre infrmatin, see What s New in SAS Mdel Manager 12.3 in SAS Mdel Manager: User's Guide. SAS Mdel Manager 13.1 SAS Mdel Manager 13.1 runs n the secnd maintenance release fr SAS 9.4. The SAS Mdel Manager Java Client applicatin and the Wrkflw Cnsle web-based applicatin have been replaced with an integrated web-based applicatin. The SAS Mdel Manager Client installatin is n lnger required n a user s desktp. New features and enhancements in this release enable yu t perfrm the fllwing tasks: create libraries and register tables in the SAS Metadata Repsitry manage wrkflws and track wrkflw tasks publish mdels t Hadp and SAP HANA manage all versins within a prject in ne place schedule recurrent jbs

69 SAS OpRisk VaR retrain mdels based n the dashbard prject status specify perfrmance ptins fr using dynamic data surces and generating dashbard reprts specify additinal reprting ptins attach dcuments and add cmments Fr mre infrmatin, see What s New in SAS Mdel Manager 13.1 in SAS Mdel Manager: User's Guide. SAS OpRisk VaR 6.1 SAS OpRisk VaR 6.1 enables yu t perfrm incremental data lad, incremental VaR calculatin, and reprting using web services rather than the user interface. New reprts in this release include FFIEC Schedule 5 and COREP Operatinal Risk. Here are the enhanced analytics in this release: the ability t cmpute the effect f ne additinal large lss n VaR the ability t mdel the severity f yur lsses by cmbining tw lgnrmal distributins The secnd maintenance release fr SAS OpRisk VaR 6.1 shipped in May Here are sme f the new features and enhancements in this release: Custm scaling enables yu t define yur wn scale factrs fr internal data. Single lss apprximatin t VaR enables yu t quickly learn hw different mdeling chices affect the VaR. Additinal dependence structure ptins prvide yu with increased flexibility in specifying the dependence structure fr a simulatin. Fr mre infrmatin, see the sftware prduct page fr SAS OpRisk VaR.

70 60 Chapter 3 / Analytical Prducts SAS/OR SAS/OR 12.3 SAS/OR 12.3 is largely a maintenance release f SAS/OR sftware that runs n SAS 9.4. The mst significant additin is PROC OPTLSO fr parallel hybrid lcal search ptimizatin. This prcedure, frmerly named PROC HPLSO, previusly was included nly in SAS High-Perfrmance Optimizatin but is nw available with SAS/OR fr use in single-machine mde. Fr mre infrmatin, see the sftware prduct page fr SAS/OR. SAS/OR 13.1 SAS/OR 13.1 is a majr release that runs n the first maintenance release f SAS 9.4 and later releases. It includes new features and enhancements t current features in ptimizatin, discrete-event simulatin, and cnstraint prgramming. Here are sme f the new features and enhancements: The OPTMODEL prcedure nw supprts: direct access t netwrk ptimizatin and analysis algrithms (Experimental) parallel executin f slver invcatins in a COFOR lp supprt fr functin definitin via PROC FCMP in Base SAS sftware The OPTLSO prcedure nw prvides: multibjective ptimizatin supprt fr the use f array-structured data in functin definitin (via PROC FCMP) The mixed integer linear prgramming (MILP) slver adds the ptin t execute in parallel n multiple cmputatinal cres. (Experimental)

71 SAS/OR 61 SAS Simulatin Studi adds: supprt fr custm blck icns imprvements t the simulatin clck display enhancements t the Submdel blck interface ther interface imprvements Fr mre infrmatin, see What s New in SAS/OR 13.1 in SAS/OR 13.1 User s Guide: Mathematical Prgramming. SAS/OR 13.2 SAS/OR 13.2 runs n the secnd maintenance release fr SAS 9.4 and later releases. Here are sme f the new features and enhancements: Several ptimizatin slvers imprve their perfrmance. PROC OPTMODEL adds the experimental cnstraint lgic prgramming (CLP) slver. The nnlinear prgramming (NLP) slver adds utput f the cvariance matrix fr the decisin variables (parameter estimates). The decmpsitin (DECOMP) algrithm adds new blck detectin features. Fr the linear prgramming (LP) interir pint slver, the crssver algrithm is applied by default. The netwrk slver is nw prductin. The parallel implementatin f the mixed integer linear prgramming (MILP) slver is nw prductin. SAS Simulatin Studi 13.2 prvides a new ptinal parallel mde that executes design pints and replicatins simultaneusly n multiple cmputatinal cres, a central facility in the new Data Trimmer blck t cntrl data cllectin, and added cntrl n the precisin f the numeric values that the Frmula blck prduces.

72 62 Chapter 3 / Analytical Prducts Fr mre infrmatin, see What s New in SAS/OR 13.2 in SAS/OR 13.2 User s Guide: Mathematical Prgramming. SAS/QC SAS/QC 12.3 SAS/QC 12.3 is essentially a maintenance release f SAS/QC sftware that runs n SAS 9.4. Fr mre infrmatin, see the sftware prduct page fr SAS/QC. SAS/QC 13.1 SAS/QC 13.1 is a majr release that runs n the first maintenance release f SAS 9.4 and later releases. Here are sme f the new features and enhancements: The CAPABILITY prcedure nw prvides the fllwing: imprved parameter estimatin fr the Jhnsn S U distributin supprt fr the OVERLAY ptin, which verlays, nt a single plt, histgrams that are assciated with different levels f a CLASS variable The MVPMONITOR prcedure supprts the new SCORECHART statement, which prduces cntrl charts f principal cmpnent scre. The RELIABILITY prcedure nw supprts the fllwing features: hrizntal plts f failure and censring times fr recurrent events data parameter estimatin and prbability pltting fr the Gmpertz and Gmpertz- Makeham distributins The SHEWHART prcedure has several new ptins:

73 SAS/QC 63 The ACTUALALPHA ptin displays the effective α value, which might nt be the same as the requested α value, in the limits legend f an attribute chart. This ptin is available in the CCHART, NPCHART, PCHART, and UCHART statements. The IDSYMBOLHEIGHT= ptin cntrls the size f the symbls that are used t plt utliers in bx plts that are prduced by the BOXCHART statement. The PROBLIMITS=DISCRETE ptin requests discrete cntrl limits fr attribute charts. This ptin is available in the CCHART, NPCHART, PCHART, and UCHART statements. The WESTGARD= ptin applies Westgard rules t a Shewhart chart fr quality cntrl in health care labratries. The WHISKERPERCENTILE= ptin requests that the whiskers f the bx plts that are prduced by the BOXCHART statement be drawn t percentile values. There are fur new macrs fr measurement system analysis: The %basicemp macr perfrms a basic evaluating-the-measurement-prcess (EMP) analysis. The %shrtemp macr perfrms the eight steps fr characterizing relative utility. The %gaugerr macr perfrms a traditinal gauge repeatability and reprducibility analysis. The %hnestgaugerr macr creates an hnest gauge repeatability and reprducibility reprt. Fr mre infrmatin, see What s New in SAS/QC 13.1 in SAS/QC 13.1 User s Guide. SAS/QC 13.2 SAS/QC 13.2 runs n the secnd maintenance release fr SAS 9.4 and later releases.

74 64 Chapter 3 / Analytical Prducts Here are sme f the new features and enhancements: The ANOM, CUSUM, MACONTROL, and SHEWHART prcedures nw use templates that are written in the Graph Template Language t prduce ODS Graphics. The CAPABILITY prcedure nw calculates the gemetric means f analysis variables and can save them in an utput data set r display them in a graph (r bth). The MVPMONITOR prcedure nw includes an ptin that enables yu t specify the distributin that is used t cmpute cntrl limits. The RELIABILITY prcedure can nw prduce cnfidence bands fr stress-lifetime plts that are prduced by the RELPLOT statement. Fr mre infrmatin, see What s New in SAS/QC 13.2 in SAS/QC 13.2 User s Guide. SAS Risk Dimensins 6.1 SAS Risk Dimensins 6.1 includes infrastructure changes t supprt SAS High- Perfrmance Risk 3.1 and SAS Risk Management fr Banking 3.2. Fr mre infrmatin, see the sftware prduct page fr SAS Risk Dimensins. SAS/STAT SAS/STAT 12.3 SAS/STAT 12.3 is essentially a maintenance release f SAS/STAT sftware that runs n SAS 9.4. In additin, the prcedures that make up the SAS High-Perfrmance Statistics prduct are available with SAS/STAT fr use in single-machine mde. Depending n data characteristics and mdel cmplexity, yu might see perfrmance imprvements ver

75 SAS/STAT 65 cmparable SAS/STAT functinality that is nt multi-threaded. Als, these prcedures prvide sme new features; fr example the HPGENSELECT prcedure prvides mdel selectin fr generalized linear mdels. Fr mre infrmatin, see Overview f SAS/STAT High-Perfrmance Prcedures in SAS/STAT User s Guide: High-Perfrmance Prcedures. SAS/STAT 13.1 SAS/STAT 13.1 is a majr release that runs n the first maintenance release f SAS 9.4 and later releases. Here are sme f the new features and enhancements: The experimental BCHOICE prcedure perfrms Bayesian analysis fr discrete chice mdels. The new ICLIFETEST prcedure perfrms nnparametric survival analysis fr interval-censred data. The experimental IRT prcedure fits item respnse mdels. The MI prcedure nw prvides the MNAR statement t facilitate sensitivity analysis. The Tweedie distributin is nw supprted by the GENMOD prcedure. The cmpeting risk mdel f Fine and Gray (1999) is available in the PHREG prcedure. With the NLIN prcedure, yu can generate bth btstrap estimates f cnfidence intervals fr the parameters and btstrap estimates f the cvariance matrix and crrelatin matrix f the parameter estimates. The MCMC prcedure is nw multithreaded. Path diagrams are available with the CALIS prcedure. Yu can nw cmpute pwer fr PROC GLM-type MANOVA and repeated measurements with the GLMPOWER prcedure. The SURVEYMEANS prcedure prduces dmain quantile estimates.

76 66 Chapter 3 / Analytical Prducts Here are sme new high-perfrmance features and prcedures in SAS/STAT: The new HPCANDISC prcedure perfrms high-perfrmance cannical discriminant analysis. The new HPFMM prcedure perfrms high-perfrmance finite mixture mdel analysis. The new HPPRINCOMP prcedure perfrms high-perfrmance principal cmpnent analysis. The SCREEN ptin in the SELECTION statement fr the HPREG prcedure requests screening stages that reduce a large number f regressrs t a much smaller subset frm which the final mdel is chsen. Fr mre infrmatin, see What s New in SAS/STAT 13.1 in SAS/STAT 13.1 User s Guide SAS/STAT 13.2 SAS/STAT 13.2 runs n the secnd maintenance release fr SAS 9.4 and later releases. Here are sme f the new features and enhancements: The new ICPHREG prcedure fits prprtinal hazards regressin mdels t interval-censred data. The new SPP prcedure analyzes spatial pint patterns. The experimental GEE prcedure fits generalized linear mdels fr lngitudinal data by using the generalized estimating equatins (GEE) estimatin methd f Liang and Zeger (1986). It als prvides weighted GEE analyses. The FACTOR prcedure generates path diagrams. The FMM prcedure fits multinmial mdels. The IRT prcedure generates plychric crrelatin matrices, item characteristic curves, and test infrmatin curve plts.

77 The MCMC prcedure supprts a categrical distributin in the MODEL, RANDOM, and PRIOR statements. The NLMIXED prcedure enables yu t specify mre than ne RANDOM statement in rder t fit hierarchical nnlinear mixed mdels. SAS Text Miner 67 The SEQDESIGN prcedure enables yu t create a ceiling-adjusted design that crrespnds t integer-valued sample sizes at the stages fr nnsurvival data. The LOGISTIC prcedure enables yu t add r relax cnstraints n parameters in nminal respnse and partial prprtinal dds mdels. The FREQ prcedure nw prvides scre cnfidence limits fr the dds rati and the relative risk. The GLMSELECT prcedure enables yu t apply safe screening and sure independence screening methds t reduce a large number f regressrs t a smaller subset frm which mdel selectin is perfrmed. Fr mre infrmatin, see What s New in SAS/STAT 13.2 in SAS/STAT 13.2 User s Guide. SAS Text Miner SAS Text Miner 12.3 SAS Text Miner 12.3 includes enhancements t nde perfrmance and results. When imprting table infrmatin in varius dialg bxes, the Imprt buttn has been replaced with the Replace Table and Add Table buttns. Yu can chse whether t replace the currently selected table r add t the currently selected table. Results fr the Text Rule Builder nde include a new Dcument Rules table and a Rule Success graph. Yu can use SMP mde in SAS 9.4 n a prperly enabled SAS Server t deply the HP Text Miner nde in a prcess flw diagram, and use the HPTMINE and HPTMSCORE prcedures. Using the HP Text Miner nde in a prcess flw diagram can lead t multi-

78 68 Chapter 3 / Analytical Prducts threaded prcessing gains in many cases. Fr mre infrmatin, see the HP Text Miner Nde chapter in SAS Enterprise Miner High-Perfrmance Data Mining Nde Reference. SAS Text Miner 13.1 SAS Text Miner 13.1 is a majr release that runs n the first maintenance release fr SAS 9.4 and later releases. This release includes the new Text Prfile nde, enhancements t nde perfrmances and results, and an enhancement t the highperfrmance HPTMINE prcedure. The new Text Prfile nde enables yu t prfile a target variable by using terms that are fund in the dcuments. The Text Parsing nde cntains a new Select Languages prperty, which enables yu t specify the languages t keep in the dcument cllectin. The results fr the Text Tpic nde cntain these new items: a Terms table, which shws terms and their weights fr each tpic a Tpic Terms matrix graph, which shws the tpic values acrss terms. The high-perfrmance HPTMINE prcedure nw supprts the NONORMDOC keywrd in the OUTDOCPRO= ptin in the SVD statement t cntrl whether dcument prjectins are nrmalized. SAS Text Miner 13.2 SAS Text Miner 13.2 is available with the secnd maintenance release fr SAS 9.4. Here are sme f the new features and enhancements in the high-perfrmance prcedures fr SAS Text Miner: The HPTMINE prcedure supprts the fllwing new functinality: Yu can parse text data in the German language, and yu can specify which language is used in the input data set f dcuments. Yu can parse dcuments that cntain mre than 32K characters.

79 SAS Text Miner 69 Yu can run in SVD-nly mde, which enables yu t parse dcuments and cmpute the singular value decmpsitin (SVD) separately in tw prcedure calls when yu want t try different parameters fr SVD cmputatin after dcument parsing. Yu can discver tpics that exist in yur text crpus. Yu can stre the term-by-dcument matrix in the Base64-encded sparse rws (BESR) frmat. Yu can use either the default crdinate list (COO, r transactinal) frmat r the Base64-encded sparse rws (BESR) frmat t stre the term-by-dcument matrix. Yu can specify custm LITI files fr custm entity and nun grup extractin. Yu can specify whether t include terms that have _keep=n in the OUTTERMS= data set and in the OUTCHILD= data set. The HPTMSCORE prcedure supprts the fllwing new functinality: Yu can parse text data in the German language. Yu can parse dcuments that cntain mre than 32K characters. Custm LITI files fr custm entity and nun grup extractin are supprted. Fr mre infrmatin abut the new features and enhancements in SAS Text Miner 13.2, see the sftware prduct page fr SAS Text Miner.

80 70 Chapter 3 / Analytical Prducts

81 71 4 In-Memry Analytics SAS In-Memry Statistics SAS High-Perfrmance Analytics Infrastructure Abut the SAS High-Perfrmance Analytics Infrastructure SAS High-Perfrmance Analytics Infrastructure SAS High-Perfrmance Analytics Infrastructure SAS High-Perfrmance Analytics Infrastructure SAS High-Perfrmance Analytics Infrastructure SAS High-Perfrmance Analytics Infrastructure SAS High-Perfrmance Cmputing Management Cnsle Abut SAS High-Perfrmance Cmputing Management Cnsle SAS High-Perfrmance Cmputing Management Cnsle SAS High-Perfrmance Cmputing Management Cnsle SAS LASR Analytic Server SAS LASR Analytic Server 2.1 and SAS LASR Analytic Server SAS LASR Analytic Server SAS LASR Analytic Server

82 72 Chapter 4 / In-Memry Analytics SAS In-Memry Statistics SAS In-Memry Statistics prvides a single, interactive prgramming envirnment fr the entire analytical life cycle inside the Hadp envirnment. Interactive prgramming enables yu t mve thrugh the entire analytical life cycle in Hadp with an extremely fast, multi-user envirnment. In-memry analytical prcessing enables yu t get fast analytic cmputatins that are ptimized fr multiple passes acrss distributed clusters. Because data is held in-memry, yu can increase speed and reduce latency. Analytical data management enables yu t prepare data fr mdeling with data integratin, variable transfrmatins and creatin, and explratry analysis. Yu can quickly create, evaluate, and cmpare multiple statistical mdels. With statistical algrithms and machine-learning techniques, yu can uncver patterns and trends faster. Yu can analyze yur unstructured and structured data by using a wide range f text analysis techniques. Yu receive persnalized, meaningful recmmendatins in real time with a high level f custmizatin.

83 SAS High-Perfrmance Analytics Infrastructure 73 SAS High-Perfrmance Analytics Infrastructure Abut the SAS High-Perfrmance Analytics Infrastructure The SAS High-Perfrmance Analytics Infrastructure cnsists f these prducts: SAS High-Perfrmance Cmputing Management Cnsle SAS High-Perfrmance Deplyment f Hadp SAS High-Perfrmance Analytics envirnment SAS High-Perfrmance Analytics Infrastructure 2.1 SAS High-Perfrmance Analytics Infrastructure 2.1 supprts Kerbers. This release als prvides a way t cnfigure SAS High-Perfrmance Deplyment f Hadp with multiple data devices. Finally, SAS supplies a security wrapper that yu can use t limit the use f sud cmmands t specific directries. SAS High-Perfrmance Analytics Infrastructure 2.4 In SAS High-Perfrmance Cmputing Management Cnsle 2.4, yu can use the RPM installer t install the cnsle int any directry that cntains the prefix ptin. SAS High-Perfrmance Cmputing Management Cnsle 2.4 als includes a tarball installer. Use this tarball installer when a nn-rpm installer is desired r the RPM versin n the machine is nt cmpatible with the cnsle. In the SAS High-Perfrmance Analytics envirnment, a new installatin script supprts the new wrd clud feature in SAS Visual Analytics. Als, the simultaneus utilities

84 74 Chapter 4 / In-Memry Analytics cmmands (simcp and simsh) are installed with the SAS High-Perfrmance Analytics envirnment. SAS High-Perfrmance Analytics Infrastructure 2.8 In this release, the SAS High-Perfrmance Deplyment f Hadp has been upgraded t Apache Hadp versin 2.4. The SAS High-Perfrmance Analytics envirnment nw supprts Cludera CDH 5 and IBM BigInsights as c-lcated data surces. The envirnment can als read data frm SAP HANA in parallel. This envirnment als nw includes a resurce management template and supprt fr YARN. SAS High-Perfrmance Analytics Infrastructure 2.91 SAS High-Perfrmance Analytics Infrastructure 2.91 includes a new envirnment variable that helps yu decide hw much memry t request. During installatin, yu can nw specify whether the SAS High-Perfrmance Analytics envirnment reads and writes MapR data directly. Finally, enhancements have been made t the prmpts in the installatin script fr the SAS High-Perfrmance f Hadp. SAS High-Perfrmance Analytics Infrastructure 2.94 The SAS High-Perfrmance Analytics 2.94 envirnment supprts reading and writing files by using AES encryptin with 256-bit keys.

85 SAS High-Perfrmance Cmputing Management Cnsle 75 SAS High-Perfrmance Cmputing Management Cnsle Abut SAS High-Perfrmance Cmputing Management Cnsle The cnsle is a web applicatin that is used by system administratrs t manage highperfrmance cmputing envirnments that use SAS sftware. Maintaining highperfrmance cmputing (HPC) envirnments is challenging because f the large number f machines that are used in the distributed cmputing envirnment. The cnsle eases this challenge by prpagating changes, such as adding user IDs, t all the machines in the envirnment. SAS High-Perfrmance Cmputing Management Cnsle 2.1 The cnsle is enhanced t supprt machine grups. It is nw pssible t perfrm peratins n grups f machines rather than all f the machines in the SAS High- Perfrmance Analytics envirnment. The simultaneus cpy (simcp) cmmand is enhanced t supprt return cdes. Return cdes can be used t prvide errr checking in scripts. SAS High-Perfrmance Cmputing Management Cnsle 2.4 The installatin prcess fr the cnsle is enhanced t supprt a relcatable RPM s that yu can install the cnsle in any directry that yu chse. The cnsle can als be installed frm a tarball (TAR file). This installatin methd als enables yu t install the cnsle in any directry that yu chse. Other than the enhancements t the installatin prcess, the cnsle has n ther custmer-visible features fr the 2.4 release.

86 76 Chapter 4 / In-Memry Analytics SAS LASR Analytic Server SAS LASR Analytic Server 2.1 and 2.2 SAS LASR Analytic Server functins as an analytic platfrm, prviding speedy, secure, multi-user access t in-memry data. Fr smaller data sets, the server can be deplyed n a single machine. Fr larger data vlumes, the server can be deplyed n a distributed cmputing envirnment. In SAS LASR Analytic Server 2.1, the server is enhanced t ffer administratrs cntrls fr enfrcing memry utilizatin limits fr distributed deplyments. The IMSTAT prcedure is enhanced t enable administratrs t manage in-memry tables. In SAS LASR Analytic Server 2.2, the IMSTAT prcedure is enhanced t supprt jining in-memry tables in a simple star schema and appending the entire in-memry tables. The DATA step is enhanced t supprt running in-memry fr scring. SAS LASR Analytic Server 2.3 SAS LASR Analytic Server 2.3 includes many updates, including the fllwing: The new RECOMMEND prcedure enables yu t develp a recmmender system. A cmmn gal fr a recmmender system is t make persnalized recmmendatins. The IMSTAT prcedure is enhanced t enable in-memry statistical prgramming. The prcedure statements that enable statistical prgramming are licensed separately frm the statements fr data and server management. SAS In-Memry Statistics fr Hadp is an ffering that includes the statistical statements. The TEXTPARSE statement is added t the IMSTAT prcedure t supprt inmemry text analysis. This statement is licensed separately frm the data and server management statements.

87 SAS LASR Analytic Server 77 SAS LASR Analytic Server 2.4 SAS LASR Analytic Server 2.4 includes many updates, including the fllwing: The server supprts cmpressed in-memry tables. The SAS Data in HDFS engine als supprts adding tables t HDFS in cmpressed frm. The IMSTAT prcedure is enhanced as fllws: The AGGREGATE statement is new. It is used t aggregate values f ne r mre variables. Many aggregatin methds are available, including quartiles and distinct cunts. The FORECAST statement is enhanced t supprt gal-seeking analysis. The DROPCOLUMN statement is added t remve a clumn that was added with the COMPUTE statement. The RECOMMEND prcedure is enhanced t supprt string recmmendatins in a temprary in-memry table. The prcedure is als enhanced t supprt reading transactin data frm an in-memry table. This can be used fr the ARM methd t recmmend new items based n recent activities. SAS LASR Analytic Server 2.5 SAS LASR Analytic Server 2.5 includes many updates, including the fllwing: The server has tw autmatic tables that yu can use t mnitr server and table memry use. The tw tables are named _T_LASRMEMORY and _T_TABLEMEMORY. The tables are autmatically available in a SAS LASR Analytic Server library. The IMSTAT prcedure is enhanced as fllws: The AGGREGATE statement is enhanced t supprt the KEEPRECORD ptin and the KEEP= ptin. The KEEPRECORD ptin is used t add an aggregated value fr each input bservatin by aggregating the input bservatins with ID= values that are specified in the INTERVAL= ptin and the WINDOWINT= ptin.

88 78 Chapter 4 / In-Memry Analytics The KEEP= ptin is used t transfer variables frm the active table t the ODS table utput r temprary table. The NEURAL statement is added t the IMSTAT prcedure. The statement is used t train feed-frward artificial neural netwrks (ANN). The statement can als use the trained netwrks t scre data sets. The SAVE statement is enhanced t supprt a CSV ptin. This ptin enables saving in-memry tables t HDFS in cmma-separated value frmat. The SERVERPARM statement is enhanced t supprt the TABLECEILING ptin. This ptin enables an administratr t set a sft limit fr memry use by tables. The analytic statements that supprt generating SAS DATA step cde with a CODE= ptin are enhanced. If the active table that is analyzed includes clumns with special characters r internatinal characters that require the name literal syntax fr a clumn such as 'prfit (%)'n, then the generated cde als uses the name literal syntax. The enhancement applies t the fllwing statements: CLUSTER DECISIONTREE GENMODEL GLM LOGISTIC NEURAL RANDOMWOODS Fr mre infrmatin, see the prduct dcumentatin page fr SAS LASR Analytic Server and the sftware prduct page fr SAS Visual Analytics.

89 79 5 SAS Business Intelligence Prducts SAS Add-In fr Micrsft Office SAS Add-In 6.1 fr Micrsft Office SAS Add-In 7.1 fr Micrsft Office SAS Add-In 7.11 fr Micrsft Office SAS Enterprise Guide SAS Enterprise Guide SAS Enterprise Guide SAS Enterprise Guide SAS Mbile BI SAS Mbile BI SAS Mbile BI SAS 9.4 OLAP Server SAS Web Parts 6.1 fr Micrsft SharePint SAS Web Reprt Studi SAS Add-In fr Micrsft Office SAS Add-In 6.1 fr Micrsft Office The SAS Add-In 6.1 fr Micrsft Office prvides integratin with SAS Visual Analytics 6.1. (The first maintenance release fr the SAS Add-In 6.1 prvides integratin with

90 80 Chapter 5 / SAS Business Intelligence Prducts SAS Visual Analytics 6.2 and 6.3.) Because f this integratin, yu can use the SAS add-in t pen and refresh reprts that were created using SAS Visual Analytics Designer and SAS Visual Analytics Explrer. Yu can access and manage favrites that were created in SAS Visual Analytics. In Micrsft Outlk, the SAS add-in als prvides a view similar t the Hub in SAS Visual Analytics. This view enables yu t easily access and cmment n yur favrite and recently pened SAS Visual Analytics reprts. A new stand-alne installer is als available fr the SAS Add-In fr Micrsft Office. The new installer is much smaller, thereby making it easier t install ver a distributed deplyment, especially using prvisining tls such as Micrsft System Center Cnfiguratin Manager (SCCM). Fr mre infrmatin, see SAS Deplyment Wizard and SAS Deplyment Manager 9.4: User s Guide at deplywizug94.html. SAS Add-In 7.1 fr Micrsft Office The SAS Add-In 7.1 fr Micrsft Office runs n Micrsft Office 2013, 2010, and 2007, and can be run with a SAS 9.2, a SAS 9.3, r a SAS 9.4 server. A key feature in this release is integratin with SAS Visual Analytics 6.2, 6.3, 6.4, and 7.1. Starting with this release, the SAS Add-In fr Micrsft Office supprts SAS Visual Analytics reprts that enable yu t brush, filter, drill, expand, and cllapse elements. Yu can interact with this functinality in Micrsft Excel, Micrsft Wrd, Micrsft PwerPint, and Micrsft Outlk. Yu can preview the cntents f a SAS Visual Analytics reprt befre inserting any bjects int yur Micrsft Office dcument. Yu can select the specific bjects t include, r yu can insert the entire reprt. Yu can specify whether t display any specified filters befre an bject in a SAS Visual Analytics reprt. If yu are pening a crsstabulatin reprt, the filter als includes any breadcrumbs. Yu can als view and add cmments t a SAS Visual Analytics reprt. Yu can view the rules fr cnditinal highlighting. (These rules were defined when the reprt

91 SAS Add-In fr Micrsft Office 81 was created in SAS Visual Analytics.) Yu can als view the aggregated data that was used t create a graph in a SAS Visual Analytics reprt. Anther key feature in this release is the new task interface and integratin f tasks that are shipped with SAS Studi. The redesigned task interface displays yur recent and favrite tasks. Categries, filters, and searching functinality enable yu t quickly find the task that yu need. Frm this interface, yu can access SAS Add-In fr Micrsft Office tasks and SAS Studi tasks. Additinal new features include the availability f SAS Central in Micrsft Excel, Micrsft Wrd, Micrsft PwerPint, and Micrsft Outlk. Using SAS Central (a view similar t the Hub in SAS Visual Analytics), yu can easily access yur SAS Visual Analytics reprts and SAS Stred Prcesses. Als, the SAS Add-In 7.1 fr Micrsft Office includes the new Uplad t LASR task that enables yu t uplad data t SAS LASR Analytic Server s that yu can access the data in SAS Visual Analytics. SAS Add-In 7.11 fr Micrsft Office The SAS Add-In 7.11 fr Micrsft Office shipped in May This release supprts SAS Visual Analytics 7.2. Here are sme f the new features and enhancements fr this release: Better integratin with SAS Visual Analytics results in the ability t remve and find reprt elements in yur Micrsft Office dcument. Using the SAS add-in in Micrsft Outlk, yu can exprt a SAS Visual Analytics reprt t PDF. If yur SAS Visual Analytics reprt cntains sparklines, these lines are available when yu pen the reprt in Micrsft Excel. Yu can enable the SAS Add-In fr Micrsft Office t autmatically check fr sftware updates. Fr mre infrmatin, see the sftware prduct page fr SAS Add-In fr Micrsft Office.

92 82 Chapter 5 / SAS Business Intelligence Prducts SAS Enterprise Guide SAS Enterprise Guide 6.1 SAS Enterprise Guide 6.1 is supprted n SAS 9.4, 9.3, and 9.2. Enhancements fr this release include the fllwing: integratin with SAS high-perfrmance tls with the additin f the High- Perfrmance Lgistic and High-Perfrmance Linear Regressin tasks. imprved prgrammer prductivity with the new Lg Summary windw, which lists all the errrs, warnings, and ntes that were generated when the prgram ran, as well as related line numbers and a sample f the affected cde. the ability t analyze a SAS prgram t determine whether there are any pssible internatinalizatin issues. Internatinalizatin is the prcess by which a prgram is ptimized s that it can be adapted t any language and regin withut being rewritten. When yu analyze a prgram fr internatinalizatin, SAS Enterprise Guide lists the lines f cde that might be affected and suggests substitutins when pssible. the ability t use ntes t add infrmatin t a prcess flw r t specific bjects in the prcess flw. administratin enhancements, such as the new stand-alne installer and applicatin streaming supprt. The new installer is much smaller, thereby making it easier t install ver a distributed deplyment, especially using prvisining tls such as System Center Cnfiguratin Manager (SCCM). Fr mre infrmatin, see SAS Deplyment Wizard and SAS Deplyment Manager 9.4: User s Guide at supprt.sas.cm/deplywizug94.html. The first maintenance release fr SAS Enterprise Guide 6.1 (which shipped in December 2013) prvides integratin with SAS Visual Analytics 6.2 and 6.3. Because f this integratin, yu can pen and refresh reprts that were created using SAS Visual Analytics Designer and SAS Visual Analytics Explrer. Yu can als save a SAS Visual Analytics reprt with yur SAS Enterprise Guide prject.

93 SAS Enterprise Guide 83 SAS Enterprise Guide 7.1 SAS Enterprise Guide 7.1 is supprted n SAS 9.4, 9.3, and 9.2. Sme f the new features and enhancements include the fllwing: SAS Enterprise Guide 7.1 supprts integratin with SAS Visual Analytics 6.2, 6.3, 6.4, and 7.1. The new prgram histry feature enables yu t track the changes that yu and ther prgrammers make t prgrams in SAS Enterprise Guide. Yu can search yur prject fr text that yu specify. In the Tasks pane, yu can nw search fr a task by name, SAS prcedure, r keywrd. Yu can filter the list f tasks by predefined categries r by SAS prcedure. Yu can als quickly access any tasks that yu recently pened r that yu marked as favrites. If yu have SAS Studi and Micrsft Internet Explrer 10 (r later) installed n yur machine, yu can als run SAS Studi tasks in SAS Enterprise Guide. SAS Enterprise Guide 7.1 includes the new Uplad t LASR task that enables yu t uplad data t SAS LASR Analytic Server s that yu can access the data in SAS Visual Analytics. The new Prject Lg Summary windw is displayed with the Prject Lg windw and includes an aggregated list f all the messages that have been generated in the prject lg. The SAS Macr Variable Viewer enables yu t view all f the SAS macr variables that are defined in yur current SAS sessin. Yu can use this windw t see changes t the macr variables while yu wrk in SAS Enterprise Guide and t quickly evaluate a macr expressin. The SAS System Optins Viewer enables yu t view all f the SAS system ptins that are defined fr yur current SAS sessin.

94 84 Chapter 5 / SAS Business Intelligence Prducts Smart highlighting is available in the Prgram Editr. By default, when yu select r search fr a wrd in the Prgram Editr, all ther ccurrences f that wrd are als highlighted. Yu can nw pen the Query Builder with multiple tables selected. The Query Builder autmatically jins the tables if the tables include clumns with matching names and data types. Yu can nw cpy and paste prcess flws. SAS Enterprise Guide 7.11 SAS Enterprise Guide 7.11 shipped in May This release supprts SAS Visual Analytics 7.2. Here are sme f the new features and enhancements in this release: Yu can quickly filter yur data by using a WHERE expressin. Yu can enable SAS Enterprise Guide t autmatically check fr sftware updates. Yu can exprt a SAS Visual Analytics reprt t PDF. Yu can cpy and paste prmpts within the same prject r int anther SAS Enterprise Guide prject. Yu can add data and reprts t yur list f favrites. Yu can create case-insensitive filters in the Query Builder r when yu filter and srt yur data by using the Filter and Srt task. Fr mre infrmatin, see the sftware prduct page fr SAS Enterprise Guide. SAS Mbile BI SAS Mbile BI 7.20 SAS Mbile BI 7.20 enables users t view SAS Visual Analytics reprts n Apple ipads and iphnes, and Andrid tablets and smartphnes.

95 SAS 9.4 OLAP Server 85 Here are sme f the changes and enhancements in this release: supprt fr Apple iphnes and Andrid smartphnes new supprt fr best-fit layut f reprt cntent n tablets and smartphnes many enhancements and fixes Yu can dwnlad the free ipad and iphne app frm Apple itunes stre. Yu can dwnlad the free Andrid app frm Ggle Play. SAS Mbile BI 7.21 SAS Mbile BI 7.21 includes a new server cnnectin time-ut feature that prvides additinal reprt security. This release als prvides supprt fr viewing cllectins and favrite grups. These items are defined n the SAS Hme Page. Finally, SAS Mbile BI 7.21 supprts new reprt features that are prvided by SAS Visual Analytics 7.2. SAS 9.4 OLAP Server The SAS 9.4 OLAP Server has several new features fr 9.4: new OLAPCONTENTS prcedure fr generating reprts f OLAP cube infrmatin new OLAPCONFIG methd fr setting SAS OLAP Server ptins in batch mde updated OLAPOPERATE prcedure new MDX Case statement new VISUALTOTALS_BEHAVIOR ptin fr calculated measures In additin, prperties fr multilingual cubes are autmatically updated in multiple languages when reprts are generated. And, the SQLRC macr can be used with the SQL pass-thrugh facility fr OLAP.

96 86 Chapter 5 / SAS Business Intelligence Prducts In the first maintenance release fr the SAS 9.4 OLAP Server, these new features and enhancements were added: A new LOGICALSERVERNAME ptin was added t the OLAPOPERATE prcedure. Yu can enable executin f user-defined (FORMAT prcedure style) frmats in the SPD Server. Fr mre infrmatin, see SAS OLAP Server: User's Guide. A new INSTR MDX functin was added. Fr mre infrmatin, see SAS OLAP Server: MDX Guide. The LOCKDOWN ptin and statement are supprted by the SAS OLAP Server. Fr mre infrmatin, see What s New in SAS 9.4 OLAP Server in SAS OLAP Server: User's Guide. SAS Web Parts 6.1 fr Micrsft SharePint Web Parts are an integrated set f cntrls that enable yu t prvide custmized, dynamic cntent n yur website. By using Micrsft Windws SharePint Services, yu can add SAS cntent directly t yur website. In SAS Web Parts 6.1 fr Micrsft SharePint, administratrs can create cnnectin prfiles fr the SharePint users at yur site. Tw SAS Web Parts are nw available: The SAS Central Web Part lists any SAS Visual Analytics reprts that yu recently pened and any favrites that yu have created. It als enables yu t pen additinal reprts. These reprts pen in a new web brwser. Nte: The SAS Central Web Part is available nly if yur site licenses SAS Visual Analytics. The SAS Cntent Viewer Web Part enables yu t add SAS cntent such as reprts, the results frm a stred prcess, r a dashbard t yur SharePint site. Fr mre infrmatin, see What s New in SAS Web Parts 6.1 fr Micrsft SharePint in the SAS Web Parts fr Micrsft SharePint: User's Guide.

97 SAS Web Reprt Studi SAS Web Reprt Studi 4.4 SAS Web Reprt Studi 4.4 prvides enhanced ttals and subttals, as well as supprt fr additinal brwsers. Fr mre infrmatin, see What s New in SAS Web Reprt Studi 4.4 in the SAS Web Reprt Studi: User's Guide.

98 88 Chapter 5 / SAS Business Intelligence Prducts

99 89 6 Data Management and Integratin SAS Data Management Standard DataFlux Authenticatin Server DataFlux Authenticatin Server DataFlux Authenticatin Server DataFlux Data Management Server DataFlux Data Management Server DataFlux Data Management Server DataFlux Data Management Studi DataFlux Data Management Studi DataFlux Data Management Studi DataFlux Secure SAS Quality Knwledge Base fr Cntact Infrmatin SAS Quality Knwledge Base fr Cntact Infrmatin SAS Quality Knwledge Base fr Cntact Infrmatin SAS Quality Knwledge Base fr Cntact Infrmatin SAS Quality Knwledge Base fr Cntact Infrmatin Quality Knwledge Base Lcales fr Cntact Infrmatin 2013A SAS Quality Knwledge Base fr Prduct Data Quality Knwledge Base Lcales fr Prduct Data 2013A SAS Business Data Netwrk

100 90 Chapter 6 / Data Management and Integratin SAS Data Integratin Studi SAS Data Integratin Studi SAS Data Integratin Studi SAS Data Integratin Studi SAS Data Management Cnsle SAS Data Quality Acceleratr fr Teradata SAS Data Quality Acceleratr 2.4 fr Teradata SAS Data Quality Acceleratr 2.5 fr Teradata SAS Data Quality Acceleratr 2.6 fr Teradata SAS 9.4 Data Quality Server SAS Data Remediatin SAS Data Remediatin SAS Data Remediatin SAS Data Surveyr 5.1 fr SAP SAS Federatin Server Abut SAS Federatin Server SAS Federatin Server SAS Federatin Server SAS Jb Mnitr SAS Jb Mnitr SAS Jb Mnitr SAS Lineage SAS MDM SAS MDM SAS MDM SAS Task Manager SAS Task Manager SAS Task Manager SAS Visual Prcess Orchestratin SAS Visual Prcess Orchestratin

101 DataFlux Authenticatin Server 91 SAS Visual Prcess Orchestratin SAS Data Management Standard Starting in SAS 9.4, the SAS Data Management Standard 2.41 (r later) ffering replaces the SAS Enterprise Data Integratin Server ffering. Fr mre infrmatin, see the sftware prduct page fr SAS Data Management and SAS Data Integratin Server. DataFlux Authenticatin Server DataFlux Authenticatin Server 3.2 DataFlux Authenticatin Server supprts authrizatin and authenticatin fr the DataFlux Data Management Platfrm in certain SAS sftware fferings, such as the SAS Data Management fferings. Sme cmpnents in the fferings are nw cnfigured by default t use a SAS Metadata Server instead f the Authenticatin Server. Other cmpnents, such as the ptinal SAS Federatin Server, are required t use the DataFlux Authenticatin Server. Fr mre infrmatin, see DataFlux Authenticatin Server Administratr s Guide. DataFlux Authenticatin Server 4.1 The installatin prcess fr the UNIX and Linux perating envirnments nw autmates the cnfiguratin prcess fr hst authenticatin. In prir releases, this cnfiguratin prcess ccurred after installatin. After installatin, authenticatin can be recnfigured in any perating envirnment. The cnfiguratin ptin AdminLginManagementPlicy nw defines an administratr s ability t add, mdify, r delete users with the ASBATCH utility. DataFlux Authenticatin Server 4.1 Administratr s Guide nw describes hw t display user names in lg files, rather than lgin names. Fr mre infrmatin, see the prduct dcumentatin page fr DataFlux Authenticatin Server.

102 92 Chapter 6 / Data Management and Integratin DataFlux Data Management Server DataFlux Data Management Server 2.5 DataFlux Data Management Server runs jbs and real-time services in respnse t requests that are submitted by authrized SOAP/HTTP clients. Here are the primary enhancements in DataFlux Data Management Server 2.5: The DataFlux Data Management Server has a new server cnfiguratin and security. The SAS Metadata Server is cnfigured by default fr security. The SAS Metadata Server prvides cnfiguratin ptins when the server starts. SAS Jb Mnitr cllects jb status and statistics. DataFlux Data Management Server 2.6 Here are the primary enhancements in DataFlux Data Management Server 2.6: When yu imprt bjects that replace existing bjects, yu can nw apply the permissins frm the existing bject t the new bject. Objects, jbs, and services receive a default access cntrl list (ACL) when they are added t the DataFlux Data Management Server. In the 2.6 release, the default ACL cntains ALLOW r DENY permissins fr lists f users and grups. T make batch and prfile jb lgs mre accessible t administratrs and t the SAS Jb Mnitr, yu can nw specify a separate strage lcatin fr thse lg files. When yu run jbs with the dmpexec cmmand, yu can nw cnfigure the lg files that are generated by thse jb runs. Yu can nw enable the capture f lg data fr the SOAP packets that are received and transmitted by the DataFlux Data Management Server. Yu can nw validate XML in utput data frm real-time services.

103 DataFlux Data Management Studi 93 Fr mre infrmatin, see the sftware prduct page fr DataFlux Data Management Studi and DataFlux Data Management Server. DataFlux Data Management Studi DataFlux Data Management Studi 2.5 Here are the main enhancements fr DataFlux Data Management Studi 2.5: SAS Metadata Servers can nw authenticate cnnectins t DataFlux Data Management Servers. The jb lgs nw prvide run-time statistics fr ndes within jbs. If yur site has licensed SAS Envirnment Manager and SAS Jb Mnitr, then yu can use a web brwser t display run-time statistics fr Data Management Studi jbs and the ndes within thse jbs. DataFlux Data Management Studi 2.6 Here are the main enhancements fr DataFlux Data Management Studi 2.6: enhanced interface fr custmizing quality knwledge bases new ODBC drivers fr Apache Hive and Cludera Impala changes t clustering supprt added fr SAS Lineage Viewer supprt added fr SAS Business Data Netwrk Fr mre infrmatin, see the sftware prduct page fr DataFlux Data Management Studi and DataFlux Data Management Server.

104 94 Chapter 6 / Data Management and Integratin DataFlux Secure 2.5 DataFlux Secure enables the enhancement f security fr cmpnents in certain SAS sftware fferings, such as the Data Management fferings. The DataFlux Secure sftware is nw installed by default, in a disabled state, tgether with these cmpnents. Yu can enable enhanced encryptin, SSL/TLS prtectin, and FIPS cmpliance n yur platfrm cmpnents. Starting in the May 2014 release, the keycnfig utility is available t assist with the cnfiguratin f SSL n the SAS Federatin Server Manager. Fr mre infrmatin, see DataFlux Secure 2.5 Administratr s Guide available frm the prduct dcumentatin page fr DataFlux Secure. SAS Quality Knwledge Base fr Cntact Infrmatin SAS Quality Knwledge Base fr Cntact Infrmatin 22 SAS Quality Knwledge Base fr Cntact Infrmatin 22 includes updates t the Parse and Standardizatin definitins fr all lcales. In additin, these languages and lcales have updates: English, New Zealand English, United States Danish, Denmark French, France Prtuguese, Brazil

105 SAS Quality Knwledge Base fr Cntact Infrmatin 95 SAS Quality Knwledge Base fr Cntact Infrmatin 23 SAS Quality Knwledge Base fr Cntact Infrmatin 23 intrduces supprt fr Hebrew, Israel Date definitin. This release als includes updates fr these lcales: Prtuguese, Brazil Spanish, Mexic Turkish, Turkey Fr all lcales, these definitins are updated: Address (Glbal) parse definitins match definitins SAS Quality Knwledge Base fr Cntact Infrmatin 23 als includes updates fr Field Name identificatin analysis and match definitins fr these lcales: All English lcales Chinese, China Danish, Denmark German, Germany French, France Hebrew, Israel

106 96 Chapter 6 / Data Management and Integratin SAS Quality Knwledge Base fr Cntact Infrmatin 24 SAS Quality Knwledge Base fr Cntact Infrmatin 24 includes updates fr the fllwing lcales and definitins: Prtuguese, Brazil Spanish, Mexic Spanish, Spain Fr mre infrmatin, see the sftware prduct page fr Quality Knwledge Base (QKB) fr SAS and DataFlux. SAS Quality Knwledge Base fr Cntact Infrmatin 25 SAS Quality Knwledge Base fr Cntact Infrmatin 25 intrduces supprt fr the English, Philippines lcale. Quality Knwledge Base Lcales fr Cntact Infrmatin 2013A Quality Knwledge Base Lcales fr Cntact Infrmatin 2013A intrduces supprt fr the Hebrew, Israel language and lcale. Supprt is updated fr address-related definitins fr the English, New Zealand language and lcale.

107 SAS Business Data Netwrk SAS Quality Knwledge Base fr Prduct Data 5 SAS Quality Knwledge Base fr Prduct Data cntains extractin, parsing, standardizatin, and pattern analysis definitins fr attributes in generic prduct data. This release als cntains additinal generic character-based standardizatin definitins. Quality Knwledge Base Lcales fr Prduct Data 2013A Quality Knwledge Base Lcales fr Prduct Data 2013A intrduces supprt fr the Italian, Italy language and lcale. Supprt is updated fr the French and German Packaging/UOM Standardizatin definitins. SAS Business Data Netwrk 3.1 A business data term list is an authritative vcabulary that prmtes a cmmn understanding between stakehlders in an rganizatin. SAS Business Data Netwrk 3.1 is an applicatin that enables yu t manage a business data term list. It supprts a cllabrative apprach t managing the fllwing infrmatin: Descriptins f business terms, including their requirements and attributes Related surce data and reference data Cntacts (such as technical wners, business wners, and interested parties)

108 98 Chapter 6 / Data Management and Integratin Relatinships between terms and prcesses (such as Data Management Studi jbs, services, and business rules) By linking terms t business rules and data mnitring prcesses, SAS Business Data Netwrk prvides a single entry pint fr all data cnsumers t better understand their data. Data stewards, IT staff and enterprise architects can use the terms t prmte a cmmn vcabulary acrss prjects and business units. Permissins can be set t allw nly specific users t access and cntrl the data in SAS Business Data Netwrk. SAS Data Integratin Studi SAS Data Integratin Studi 4.7 Yu can nw access third-party web clients frm SAS Data Integratin Studi jbs. This feature enables yu t prgrammatically access the infrmatin frm these clients and use it in yur data integratin prjects. Yu can als deply many jbs at nce thrugh a new cmmand-line interface. SAS Data Integratin Studi 4.8 Here are the main enhancements fr SAS Data Integratin Studi 4.8: new transfrmatins that supprt cnditinal prcessing in jbs new surce designer wizards fr Vertica and SAP HANA a new, experimental transfrmatin that incrprates SAS Decisin Manager flws int jbs SAS Data Integratin Studi 4.9 Here are the main enhancements fr SAS Data Integratin Studi 4.9: A new surce designer wizard is available fr Cludera Impala.

109 SAS Data Quality Acceleratr fr Teradata 99 The High-Perfrmance Analytics Transfrmatins and Enterprise Decisin Management transfrmatin are nw prductin. Fr mre infrmatin, see What s New in SAS Data Integratin Studi 4.9 in SAS Data Integratin Studi: User's Guide. SAS Data Management Cnsle SAS Data Management Cnsle is a central, web-based envirnment that enables yu t pen data management and data gvernance prducts that are installed n yur system. The cnsle enables yu t set preferences fr these prducts and t view infrmatin frm them. The cnsle's hme page displays SAS prducts, cmpnents, and features based n the rles and capabilities that are assciated with yur lgn. Fr mre infrmatin, see the prduct dcumentatin page fr SAS Data Management Cnsle. SAS Data Quality Acceleratr fr Teradata SAS Data Quality Acceleratr 2.4 fr Teradata SAS Data Quality Acceleratr fr Teradata is a new prduct that prvides in-database data quality functinality. The data quality functinality is prvided as Teradata stred prcedures, which enable yu t perfrm a number f tasks, such as parsing, analyzing patterns, and generating match cdes. Executing data quality peratins inside f the database, rather than as a separate utility utside f the database, prvides the fllwing benefits: eliminates netwrk I/O perfrmance, leverages multi-nde architectures fr linear perfrmance gains, and makes infrmatin mre secure because it never leaves the database. This prduct includes a Quality Knwledge Base (QKB) and tls fr transferring and deplying the QKB in the Teradata database.

110 100 Chapter 6 / Data Management and Integratin SAS Data Quality Acceleratr 2.5 fr Teradata SAS Data Quality Acceleratr 2.5 fr Teradata includes new stred prcedures and changes t existing stred prcedures. SAS Data Quality Acceleratr 2.5 fr Teradata expands its data quality fferings by adding parsed variants f the DQ_GENDER(), DQ_MATCH(), and DQ_STANDARDIZE() stred prcedures. The new DQ_GENDER_PARSED(), DQ_MATCH_PARSED(), and DQ_STANDARDIZE_PARSED() stred prcedures accept pre-parsed data as input instead f a single input string. This release als adds pre-parsed supprt, infrmatinal, and sessin-management stred prcedures. The pre-parsed supprt stred prcedures create and manage tken-t-clumn mappings that serve as input t the DQ_OPERATION_PARSED() stred prcedures. The infrmatinal stred prcedures list the lcales and SAS Quality Knwledge Base definitins that are available t the SAS Data Quality Acceleratr fr Teradata sessin. The stred prcedure fr sessin management can cause the stred prcedures t verwrite existing utput tables instead f appending data t them. SAS Data Quality Acceleratr 2.6 fr Teradata SAS Data Quality Acceleratr 2.6 fr Teradata includes internal enhancements that prvide imprved memry management and streamline the sftware infrastructure. Fr mre infrmatin, see the prduct dcumentatin page fr SAS Data Quality Acceleratr fr Teradata.

111 SAS Data Remediatin 101 SAS 9.4 Data Quality Server SAS Data Quality Server cnsists f SAS language elements that perfrm data quality peratins (matching, standardizatin, and s n), as well as elements that interperate with the DataFlux Data Management Server. SAS Data Quality Server is delivered with a sample Quality Knwledge Base (QKB), which is available frm SAS. SAS 9.4 Data Quality Server cmmunicates with cmpnents in certain SAS fferings, such as the SAS Data Management fferings, 2.41 and later, t prvide an integrated system. SAS Data Quality Server is als a key cmpnent f the SAS Data Quality fferings. Fr mre infrmatin, see What s New in SAS 9.4 Data Quality Server in SAS Data Quality Server: Reference. SAS Data Remediatin SAS Data Remediatin 2.1 SAS Data Remediatin enables users t manage and crrect issues that are triggered by business rules in SAS MDM batch jbs and real-time prcesses. Data remediatin allws user- r rle-based access t data exceptins, which are categrized by applicatin and subject area. Once data remediatin issues have been reviewed, they can be crrected thrugh the same applicatin, eliminating the need fr anther user t cmplete the crrectin prcess. SAS Data Remediatin wrks in cnjunctin with SAS MDM, SAS Task Manager, and ther SAS data management prducts.

112 102 Chapter 6 / Data Management and Integratin SAS Data Remediatin 2.2 SAS Data Remediatin 2.2 nw includes a grup-by functinality. There were enhancements t the remediatin plug-in. SAS Data Remediatin 2.2 includes a new verview prtlet and the ability t view reprts fr SAS Visual Analytics. Yu can nw save yur preferences in SAS Data Remediatin 2.2. Fr mre infrmatin, see the prduct dcumentatin page fr SAS Data Remediatin. SAS Data Surveyr 5.1 fr SAP SAS Data Surveyr 5.1 fr SAP includes new functins fr semantically partitined bjects (SPO) and SAP HANA-ptimized InfCubes. Fr mre infrmatin, see the sftware prduct page fr SAS Data Surveyrs. SAS Federatin Server Abut SAS Federatin Server SAS Federatin Server prvides the business ability t quickly build virtual views f data frm multiple surces, withut mving r cpying the data. It als supprts data caching fr frequently used data, which can result in imprved query perfrmance. The security features fr SAS Federatin Server include data masking, rw-level security, and centralized access fr imprved gvernance. SAS Federatin Server 3.2 DataFlux Federatin Server is nw SAS Federatin Server. This renaming is a result f the recent integratin f DataFlux prducts int the SAS suite f data quality, data integratin, data gvernance, and master data management slutins.

113 SAS Federatin Server 103 In-Memry Data Stre (MDS) is a transactinal in-memry data stre that can be implemented n SAS Federatin Server. Privilege caching is ffered as a tl fr streamlining privilege determinatin, which results in imprved perfrmance. Fr mre infrmatin, see What s New in SAS Federatin Server 3.2 in SAS Federatin Server: Administratr's Guide. SAS Federatin Server 4.1 Here are the main enhancements fr SAS Federatin Server 4.1. There are fur new drivers: SAS Federatin Server Driver fr SAP HANA SAS Federatin Server Driver fr Netezza SAS Federatin Server Driver fr PstgreSQL SAS Federatin Server SASHDAT Data Surce Driver SAS Federatin Server delivers a new data masking functin as a methd f deidentifying sensitive infrmatin within data surces. The SQL language scripting capabilities handle administrative needs fr start-up and shutdwn events. New API (which is implemented as a REST interface) supprts interacting with and managing SAS Federatin Server. Fr mre infrmatin, see What s New in SAS Federatin Server 4.1 in SAS Federatin Server: Administratr's Guide.

114 104 Chapter 6 / Data Management and Integratin SAS Jb Mnitr SAS Jb Mnitr 2.1 SAS Jb Mnitr is a plug-in fr SAS Envirnment Manager that integrates infrmatin frm SAS Data Integratin Studi, DataFlux Data Management Server, and specific jbs frm DataFlux Data Management Studi. Using SAS Jb Mnitr, yu can versee the state f jbs that are run frm these applicatins. SAS Jb Mnitr reads jb lgs at specified lcatins and displays run-time statistics frm the lgs, enabling yu t mnitr status infrmatin and perfrmance statistics. Using the jbs table, yu can view histrical run times and als drill dwn t a jb fr details, trends, and status. Help is available frm within the prduct. SAS Jb Mnitr 2.2 Jb Mnitr 2.2 prvides additinal parameters t cnfigure an envirnment lcale. The Jb Mnitr agent plug-in uses its language and cuntry settings t parse the lg fr SAS Data Integratin Studi. (The default values fr the language and cuntry settings cme frm the machine n which the agent is running.) The language and cuntry settings have t match between the Jb Mnitr agent and SAS Data Integratin Studi. T verride the language, cuntry, and variant used by the Jb Mnitr agent plug-in, new ptins were added t the user interface. These ptins verride the agent plug-in s settings fr Data Integratin Studi. In additin, an encding ptin was added fr bth SAS Data Integratin Studi and SAS Data Management Server jbs, t verride the agent plug-in s setting.

115 SAS MDM 105 SAS Lineage 3.1 SAS Lineage 3.1 is a web-based diagram cmpnent fr visualizing relatinships between bjects. It is used as a stand-alne lineage and relatinship viewer that can be accessed by SAS database management and business intelligence applicatins. The cmpnent has tw mdes: first, a netwrk diagram displays all relatinships. Secnd, tw left-t-right dependency diagrams are available: ne that displays data gvernance infrmatin (gvernance) and anther that displays parent and child relatinships nly (impact analysis). The relatinship infrmatin displayed in these diagrams is drawn frm the Relatinship database that is a part f the Web Infrastructure Platfrm Data Server. SAS MDM SAS MDM 4.1 SAS MDM is a prduct that integrates master data management technlgies with thse in SAS 9.4. SAS MDM is a web-based applicatin that prvides a single, accurate, and unified view f crprate data, integrating infrmatin frm varius data surces int ne master recrd. SAS enables yu t develp master data management prcesses. SAS prvides the technlgy required t analyze existing data resurces, build a unified view f that infrmatin, and manage that master view f data ver time. The latest release features perfrmance enhancements and integratin with SAS metadata. SAS MDM wrks in cnjunctin with SAS Data Remediatin, SAS Task Manager, SAS Visual Prcess Orchestratin, and ther SAS data management prducts.

116 106 Chapter 6 / Data Management and Integratin SAS MDM 4.2 SAS MDM 4.2 includes new features and enhancements in these areas: reprts fr SAS Visual Analytics surce system management functinality prcess cntrl enhancements relatinship type attributes crss-field clustering surce system harmnizatin Fr mre infrmatin, see the prduct dcumentatin page fr SAS MDM. SAS Task Manager SAS Task Manager 2.1 SAS Task Manager is a cmplementary applicatin t thers, such as SAS MDM, that integrates with SAS Wrkflw technlgies. It gives users direct access t a wrkflw that might have been initiated frm anther SAS applicatin. Users can start, stp, and transitin wrkflws that have been upladed t the SAS Wrkflw server envirnment. SAS Task Manager wrks in cnjunctin with SAS MDM, SAS Data Remediatin, and ther SAS data management prducts. SAS Task Manager 2.2 The main enhancement fr SAS Task Manager 2.2 is fur new user preferences. Fr mre infrmatin, see the prduct dcumentatin page fr SAS Task Manager.

117 SAS Visual Prcess Orchestratin 107 SAS Visual Prcess Orchestratin SAS Visual Prcess Orchestratin 2.1 SAS Visual Prcess Orchestratin is a web authring envirnment that is launched frm SAS Data Management Cnsle. The authring envirnment prvides ndes that can be used t build rchestratin jbs, which are prcess jbs that run ther jbs. An rchestratin jb can integrate executable files frm varius systems int a single prcess flw. A single rchestratin jb can run ne r mre executable files, such as SAS Data Integratin Studi jbs, DataFlux Data Management Studi jbs, SAS cde files, third-party prgrams, scripts, and web services. SAS Visual Prcess Orchestratin can execute referenced jbs in parallel; apply cntrl lgic such as lping and IF/ THEN/ELSE handling; and handle events, errr-checking, and run-time statistics fr each nde in the rchestratin jb. SAS Visual Prcess Orchestratin Server prvides a Design Server and a Run-time Server t crdinate enterprise develpment and executin f rchestratin jbs. The Design Server supprts the develpment f rchestratin jbs by using separate threads, file lcking, and test executin. The Run-time Server triggers the executin f rchestratin jbs in respnse t requests that are submitted by authrized SOAP/ HTTP clients. SAS Visual Prcess Orchestratin 2.2 SAS Lineage is a web client that enables yu t view the lineage f surces and targets in a jb. If the SAS Relatinship Cntent Service has been enabled, yu can exprt lineage metadata frm SAS Visual Prcess Orchestratin t the service, where it can be accessed by SAS Lineage. The dcumentatin fr SAS Visual Prcess Orchestratin has been enhanced fr these tpics: lgging n t SAS Data Management Cnsle. The lgn tpic nw describes a number f ways t access that applicatin.

118 108 Chapter 6 / Data Management and Integratin cnfiguring SAS Jb Mnitr fr SAS Visual Prcess Orchestratin jbs. If yur site has licensed SAS Envirnment Manager and SAS Jb Mnitr, then yu can use a web brwser t display run-time statistics fr SAS Visual Prcess Orchestratin jbs. The tpic fr SAS Jb Mnitr nw includes mre details abut cnfiguring that applicatin fr Orchestratin jbs. Fr mre infrmatin, see the prduct dcumentatin page fr SAS Visual Prcess Orchestratin.

119 109 7 SAS Custmer Intelligence SAS Marketing Autmatin SAS Marketing Autmatin SAS Marketing Autmatin SAS Marketing Optimizatin SAS Marketing Optimizatin SAS Marketing Optimizatin SAS Real-Time Decisin Manager SAS Real-Time Decisin Manager SAS Real-Time Decisin Manager SAS Marketing Autmatin SAS Marketing Autmatin 6.3 SAS Marketing Autmatin 6.3 has changes and enhancements in these areas: fault tlerance thrugh middle-tier clustering multiple SAS Custmer Intelligence Studi windws business cntext database uplad ptins Reprts wrkspace diagram ndes

120 110 Chapter 7 / SAS Custmer Intelligence previewing exprt files generating diagram dcuments SAS Marketing Autmatin 6.4 SAS Marketing Autmatin 6.4 has changes and enhancements in these areas: publishing campaigns refining utput staging treatments additinal supprted databases Fr mre infrmatin, see the sftware prduct page fr SAS Marketing Autmatin. SAS Marketing Optimizatin SAS Marketing Optimizatin 6.3 SAS Marketing Optimizatin 6.3 has changes and enhancements in these areas: duble-byte character supprt fr input data tables enhanced agent scalability ptin fr scenaris enhanced reprting data utput ptins cnsistent scaling fr sensitivity analysis SAS Visual Analytics reprting services

121 SAS Real-Time Decisin Manager 111 SAS Marketing Optimizatin 6.4 SAS Marketing Optimizatin 6.4 has changes and enhancements in these areas: publicatin f slutin tables t the SAS Marketing Optimizatin LASR Analytic Server editable pre-ppulated cnstraints scre cde generatin fr sme types f scenaris ptimizatin f priritizatin scenaris imprved implementatin f the ptimizatin algrithm Fr mre infrmatin, see the sftware prduct page fr SAS Marketing Optimizatin. SAS Real-Time Decisin Manager SAS Real-Time Decisin Manager 6.3 SAS Real-Time Decisin Manager 6.3 has changes and enhancements in these areas: fault tlerance thrugh middle-tier clustering multiple SAS Custmer Intelligence Studi windws diagram ndes campaigns treatments calculated variables

122 112 Chapter 7 / SAS Custmer Intelligence SAS Real-Time Decisin Manager 6.4 SAS Real-Time Decisin Manager 6.4 has changes and enhancements in these areas: campaign deplyment cnfiguratin f run-time services dcuments and reprting treatments variables and custm prcesses Fr mre infrmatin, see the sftware prduct page fr SAS Real-Time Decisin Manager.

123 113 8 SAS Financial Management SAS Financial Management SAS Financial Management SAS Financial Management SAS Financial Management SAS Financial Management 5.4 SAS Financial Management 5.4 intrduces prcess management supprt, data validatin, and enhanced data entry and reprting ptins. Prcess Management is a new SAS Financial Management framewrk that enables administratrs and users t perfrm these tasks define and manage cmpany-specific business prcesses autmate key Financial Management tasks view the status f prcesses and tasks, and identify and reslve delays and ther prblems Prcess management als includes user ntificatin at the business prcess and task levels, cmmenting, and audit histry.

124 114 Chapter 8 / SAS Financial Management SAS Financial Management 5.5 SAS Financial Management 5.5 includes several perfrmance imprvements, such as leveraging standby and failver supprt. This supprt is prvided by the SAS Web Server t implement a high availability cnfiguratin. SAS Financial Management 5.5 nw includes SAS Visual Analytics Viewer frm which yu can launch yur reprts. Cntent prmtin has been expanded t supprt the prmtin f several new bjects. This release includes enhancements t frecasting and expanded aut-allcatin functinality. Fr mre infrmatin, see the sftware prduct page fr SAS Financial Management.

125 115 9 SAS Fraud and Cmpliance Prducts SAS Anti-Mney Laundering SAS Anti-Mney Laundering SAS Anti-Mney Laundering SAS Anti-Mney Laundering SAS Custmer Due Diligence SAS Custmer Due Diligence SAS Custmer Due Diligence SAS Custmer Due Diligence SAS Peer Grup Analysis SAS Scial Netwrk Analysis Server SAS Anti-Mney Laundering SAS Anti-Mney Laundering 6.1 SAS Anti-Mney Laundering 6.1 runs n SAS 9.4 and has these new features: streamlined user interface t prvide cnsistent user experience thrughut the prtfli and imprved integratin amng the applicatins. scenari prmtin that enables the user t exprt and imprt scenaris and assciated headers, t dwnlad.spk (SAS package) files t a lcal machine, and t imprt t a separate system.

126 116 Chapter 9 / SAS Fraud and Cmpliance Prducts cnfigurable wrkflw that displays a task list with available transitins and a visual diagram f the wrkflw states and transitins. The wrkflw als prvides task lists that are shwn n the Investigatr and Manager Hme screens and a cmpletin reprt that indicates which rules were updated and created. Related Entities Visualizatin that enables additinal regulatry reprting supprt fr select frms within the FinCEN, FinTRAC, and AUSTRAC regulatry agencies. integratin with the SAS Custmer Due Diligence slutin. This feature prvides transparency between an institutin s SAS Anti-Mney Laundering and Custmer Due Diligence activities. SAS Anti-Mney Laundering 6.2 SAS Anti-Mney Laundering 6.2 has new sample scenaris fr Crrespndent Banking t take advantage f the enhancements t the SAS Anti-Mney Laundering data mdel. This release als includes a new relatinship grid t quickly assess details abut parties that are assciated with the Crrespndent Banking behavir. SAS Anti-Mney Laundering 6.3 SAS Anti-Mney Laundering 6.3 includes SAS Visual Analytics Administratr and Reprting, which enables ut-f-the-bx reprting fr alerts. Starting with this release, regulatry reprts are pre-ppulated with subject infrmatin, and the prcess fr electrnically filing reprts is autmated. In additin, user interface enhancements enable yu t page all data grids, exprt transactins t a CSV file, wrk with a redesigned interface fr entering ntes, and perfrm multi-clumn srting. Als, the integratin f Apache Slr enhances search capabilities. Fr mre infrmatin, see the sftware prduct page fr SAS Anti-Mney Laundering.

127 SAS Peer Grup Analysis SAS Custmer Due Diligence SAS Custmer Due Diligence 6.1 SAS Custmer Due Diligence enables yu t understand a custmer s prfile and t establish an expectatin abut the custmer s behavir. SAS Custmer Due Diligence cllects data and perfrms risk rating and prfiling n custmers wh are at risk t be invlved in fraud, mney laundering, r ther illegal activities. Risk rating helps financial institutins meet the cmpliance requirements that are set by gvernment and regulatry rganizatins. SAS Custmer Due Diligence 6.2 SAS Custmer Due Diligence 6.2 includes a new strategy rule t incrprate the scring f new custmers. This release als includes an imprved manual case creatin prcess and case links t previusly created parties. SAS Custmer Due Diligence 6.3 SAS Custmer Due Diligence 6.3 includes a new strategy rule t incrprate the scring f regulatry reprts. The integratin f Apache Slr enhances search capabilities. In additin, user interface enhancements enable yu t page all data grids, exprt transactins t a CSV file, wrk with a redesigned interface fr entering ntes, and perfrm multi-clumn srting. Fr mre infrmatin, see the sftware prduct page fr SAS Custmer Due Diligence. SAS Peer Grup Analysis 6.1 SAS Peer Grup Analysis cmpares an entity s (accunt r party) current behavir with that f its histrical behavir and als its peers behavir. SAS Peer Grup Analysis

128 118 Chapter 9 / SAS Fraud and Cmpliance Prducts prvides a prcess t build a prep data set, which can be used by SAS Peer Grup Analysis headers and scenaris. Alerts that are generated by SAS Peer Grup Analysis scenaris can be displayed in the user interface and can include fields that are specific t SAS Peer Grup Analysis in the alert details screen. SAS Peer Grup Analysis is an add-n t SAS High-Perfrmance Anti-Mney Laundering. Fr mre infrmatin, see the sftware prduct page fr SAS Anti-Mney Laundering. SAS Scial Netwrk Analysis Server 6.2 SAS Scial Netwrk Analysis Server 6.2 includes perfrmance enhancements and updates. Here are sme f the updates in this release: perfrmance enhancements t the scial netwrk analysis diagram administratr-enabled netwrk legend fr the scial netwrk analysis diagram The first maintenance release fr SAS Scial Netwrk Analysis Server 6.2 includes the additin f an exprt feature that enables users t exprt alerts and designated clumns directly frm the Alerts windw. This release als includes expanded develpment and cnfiguratin features fr analysts, administratrs, and installers. Here are sme f thse features: a new methd f plug-in develpment integratin with SAS Management Cnsle Cnfiguratin Manager and SAS Preferences t prmte ease f cnfiguratin and management, and the additin f new cnfiguratin parameters t cntrl the user experience streamlined pst-installatin and cnfiguratin prcess In the first maintenance release fr SAS Scial Netwrk Analysis Server 6.2, yu can nw use a custm URL t direct users t a specific Alert Details windw within a defined alert series. Fr mre infrmatin, see the sftware prduct page fr SAS Scial Netwrk Analysis.

129 SAS In-Database Prducts SAS 9.4 In-Database Prducts SAS 9.4 In-Database Prducts Beginning with SAS 9.4, in-database prcessing has been enhanced by the additin f the SAS In-Database Cde Acceleratr. The SAS In-Database Cde Acceleratr enables yu t publish a DS2 thread prgram t the database and execute the thread prgram in parallel inside the database. In-database scring fr Netezza has been enhanced by the additin f the SAS Embedded Prcess. The SAS Embedded Prcess is a SAS server prcess that runs within Netezza t read and write data. In the July 2013 release, in-database scring is supprted fr the SAS Scalable Perfrmance Data Server. In the September 2013 release, in-database prcessing fr Hadp was enhanced by the additin f the SAS Scring Acceleratr fr Hadp. Als, in the September 2013 release, the autcall macrs that initialized the publishing macrs are n lnger needed fr any DBMS. Hwever, the autcall macrs are still supprted. In the December 2013 release, the SAS In-Database Cde Acceleratr fr Teradata nw can run the DS2 data prgram as well as the thread prgram inside the database. Als, fr the SAS In-Database Cde Acceleratr, the default behavir has changed frm the 9.4 release. DS2 cde n lnger executes inside the database by default. The DS2ACCEL system ptin and the PROC DS2 DS2ACCEL ptin cntrl this behavir.

130 120 Chapter 10 / SAS In-Database Prducts DATA step prcessing in Hadp is nw preprductin, s limited DATA step prgrams can be run inside Hadp fr scring. In the August 2014 release, the SAS Scring Acceleratr fr SAP HANA is nw available, and running limited DATA step scring prgrams in Hadp is nw prductin. Als, numerus changes were made t the installatin and cnfiguratin script fr the SAS Embedded Prcess fr Hadp. In the February 2015 release, the SAS In-Database Cde Acceleratr fr Hadp uses HCatalg t prcess cmplex, nn-delimited files. Using HCatalg enables the SAS In- Database Cde Acceleratr fr Hadp t supprt Avr, ORC, RCFile, and Parquet file types. In additin, yu can nw use the DBCREATE_TABLE_OPTS table ptin t specify the utput SerDe, the utput delimiter f the Hive table, the utput ESCAPED BY character, and any ther CREATE TABLE syntax allwed by Hive. Fr mre infrmatin, see What s New in the SAS 9.4 In-Database Prducts in SAS In- Database Prducts: User's Guide.

131 SAS Integratin Technlgies SAS 9.4 Integratin Technlgies SAS Wrkflw Studi SAS 9.4 Integratin Technlgies SAS Integratin Technlgies includes the fllwing enhancements: SAS Stred Prcesses intrduces new features fr the STP prcedure and the SAS Stred Prcess Web Applicatin, as well as general enhancements. SAS BI Web Services includes an update fr RESTful web services. SAS Publishing Framewrk has added supprt fr circular integrity cnstraints and extended attributes. If yu are publishing t SharePint r WebDAV, SSL setup can be dne using TKESSL. In additin, event publishing is bslete, and the event publishing dcumentatin has been remved. Directry Services includes new TLS_MODE_ON and TLS_MODE_OFF ptins fr the LDAPS_OPEN CALL rutine. In the first maintenance release fr SAS 9.4 Integratin Technlgies, the new PagedResults argument fr the LDAPS_SEARCH CALL rutine can be used t specify the number f results n a page f utput. Applicatin messaging prvides a new ACTIVEMQ file access methd and tw new arguments fr the CLOSEQUEUE CALL rutine.

132 122 Chapter 11 / SAS Integratin Technlgies In SAS Fundatin Services, the Event Brker Service is n lnger available. Fr mre infrmatin, see the sftware prduct page fr SAS Integratin Technlgies. SAS Wrkflw Studi 1.3 SAS Wrkflw Studi 1.3 has the fllwing enhancements: supprt fr SAS Web Infrastructure Platfrm privileges and rles and fr web-layer permissins. Run-time access cntrl is n lnger dependent n SAS metadata and has been updated t supprt mre granular privileges. a new dialg bx that enables wrkflw template wners t specify permissins fr individual templates. imprved wrkflw template validatin, such as verificatin f mandatry plicy prperties. a new dialg bx that displays the wrkflw tree fr tw versins f a template sideby-side. This dialg bx enables yu t easily evaluate the differences between the tw versins f the template. a new plicy, Submit a JES Jb, that enables yu t execute cde that has been registered with the SAS Jb Executin Service. a new plicy actin, Invke REST Web Service. tw new prperties, Errr Cde and Errr Message, fr the Invke Web Service plicy, which supprts business lgic based n ptential errr cnditins. supprt fr Date data bjects in timer expressins. Using Date data bjects allws the dynamic use f datetime values at run time. Als, with Date data bjects, yu can nw enter negative relative ffsets, which trigger actins prir t the date that was specified by the data bject. supprt fr a new TODAY functin in decisin gateway expressins. This functin retrieves the current datetime system value, which enables yu t specify a specific date ffset frm the current date.

133 SAS Intelligence Platfrm SAS Envirnment Manager SAS Envirnment Manager SAS Envirnment Manager SAS 9.4 Intelligence Platfrm SAS Infrmatin Retrieval Studi SAS Theme Designer fr Flex SAS Theme Designer 4.1 fr Flex SAS Theme Designer 4.2 fr Flex SAS Envirnment Manager SAS Envirnment Manager 2.3 SAS Envirnment Manager prvides the capability t create and update the access cntrl templates (ACTs). ACTs enable yu t avid repeatedly adding the same explicit cntrls fr the same identities n multiple bjects. When yu apply an ACT t an bject, the pattern settings in an ACT are added t the direct cntrls f an bject. Fr mre infrmatin, see What s New in SAS Envirnment Manager 2.3 in SAS Envirnment Manager: User's Guide.

134 124 Chapter 12 / SAS Intelligence Platfrm SAS Envirnment Manager 2.4 SAS Envirnment Manager 2.4 nw includes the SAS Envirnment Manager Service Management Architecture, which prvides functins and capabilities that enable SAS Envirnment Manager t fit int a service-riented architecture (SOA). These functins include SAS Envirnment Manager Extended Mnitring, Audit, Perfrmance, and Measurement (APM) ETL; Agent-Cllected Metric (ACM) ETL; and a slutin kit framewrk. SAS Envirnment Manager prvides services that enable yu t imprt and exprt event data. Envirnment Snapsht cntains a cmprehensive list f the system infrmatin in the SAS Envirnment Manager database. This snapsht prvides yu with valuable infrmatin abut yur system. SAS Envirnment Manager 2.4 als includes a facility that enables yu t manage user definitins in SAS metadata. The user administratin features in SAS Envirnment Manager enable yu t create and maintain users, grups, and rles. Yu can als manage memberships, lgins, and internal accunts. Fr mre infrmatin, see What s New in SAS Envirnment Manager 2.4 in SAS Envirnment Manager: User's Guide. SAS 9.4 Intelligence Platfrm The SAS Intelligence Platfrm includes the fllwing enhancements and changes fr SAS 9.4: SAS Envirnment Manager is a new mnitring and management system fr SAS deplyments. Features include autmatic resurce discvery, mnitring f remte systems, persnal and rle-based dashbards, alerting, and visualizatin. The applicatin prvides web-based management, peratin, and practive mnitring f servers n bth the middle tier and the SAS server tier. SAS Envirnment Manager incrprates sme f VMware's Hyperic technlgy in rder t ffer enterprise-class peratinal features. In the first maintenance release fr SAS 9.4, SAS Envirnment Manager includes the ability t manage flders and t view and change authrizatin settings in SAS

135 SAS 9.4 Intelligence Platfrm 125 metadata. In the secnd maintenance release fr SAS 9.4, SAS Envirnment Manager includes the ability t create and update access cntrl templates (ACTs). SAS Envirnment Manager 2.4 shipped in Octber In this release, user administratin features enable yu t create and maintain users, grups, and rles. Yu can als manage memberships, lgins, and internal accunts. SAS Envirnment Manager 2.4 includes the SAS Envirnment Manager Service Management Architecture, which prvides functins and capabilities that enable SAS Envirnment Manager t fit int a service-riented architecture (SOA). These functins include SAS Envirnment Manager Extended Mnitring, Audit, Perfrmance, and Measurement (APM) ETL; Agent-Cllected Metric (ACM) ETL; and a slutin kit framewrk. The middle-tier sftware includes SAS Web Server fr use as an HTTP server and SAS Web Applicatin Server, s that a third-party web applicatin server is n lnger needed. SAS Web Applicatin Server is a lightweight server that prvides enterprise-class features fr running SAS web applicatins. The SAS deplyment tls can cnfigure these servers autmatically. The tls simplify the cnfiguratin f vertical and hrizntal clustering as well as HTTP lad balancing. The new metadata server clustering feature prvides redundancy and high availability f the metadata server, which is a cre cmpnent f the SAS infrastructure. Clustering ensures that the server cntinues t perate if a server hst machine fails. Effective with the secnd maintenance release fr SAS 9.4, metadata server clustering is supprted n z/os. In previus SAS 9.4 releases, it is supprted nly n UNIX and Windws. The new Deplyment Backup and Recvery tl prvides an integrated methd fr backing up and recvering SAS cntent acrss multiple tiers and machines. The first maintenance release fr SAS 9.4 includes new batch tls fr relatinship reprting. Yu can use these tls t identify relatinships amng the cntent bjects in the SAS Flder tree. The secnd maintenance release fr SAS 9.4 includes a new batch cmmand that yu can use t run the metadata analyze and repair tls that are available in SAS Management Cnsle.

136 126 Chapter 12 / SAS Intelligence Platfrm SAS has fully integrated the DataFlux suite f data quality, data integratin, data gvernance, and master data management slutins. The newly branded SAS DataFlux prducts help yu build a mre integrated infrmatin management apprach. SAS DataFlux prducts are nw being cmbined int sftware fferings that include ther SAS prducts as well. These new fferings replace the current SAS Enterprise Data Integratin Server ffering and enable custmers t chse frm a brader array f data management prducts. Yu can nw use either SAS Management Cnsle r the AUTHLIB prcedure t bind SAS data t metadata. All access frm SAS t metadata-bund data is subject t metadata-layer permissins. The first maintenance release fr SAS 9.4 prvides the ability t put a SAS server in a lcked-dwn state, ensuring that the prcess can access nly designated resurces in the hst perating envirnment. In the secnd maintenance release fr SAS 9.4, Integrated Windws Authenticatin n Linux systems n lnger requires the use f Quest Authenticatin Services. SAS can leverage the libraries that are shipped with the supprted perating system r that are prvided in mst third-party authenticatin slutins. In SAS 9.4, users can view sme SAS Web Reprt Studi relatinal reprts n mbile devices with SAS Mbile BI. In additin, users can manage mbile access permissins thrugh the use f whitelisting and blacklisting devices. In the first maintenance release fr SAS 9.4, a feature has been added that identifies thse versins f SAS fferings that are unable t be migrated directly t SAS 9.4 with the SAS Migratin Utility. The Migratin Utility Analysis Reprt identifies which prducts t update in rder t prepare them fr migratin. In the secnd maintenance release fr SAS 9.4, the SAS Deplyment Wizard enables yu t specify the size f yur web applicatin based n the number f users and wrklad. In additin, the SAS Deplyment Wizard prvides an ptin t install nly the newly released dcumentatin. Beginning in Octber 2014, new rles and capabilities are available fr the SAS Add-In 7.1 fr Micrsft Office and SAS Enterprise Guide 7.1.

137 Starting with the third maintenance release fr SAS 9.4 and the release f SAS Visual Analytics 7.2, Visual Analytics Hub is a sibling f Visual Analytics, immediately belw SAS Applicatin Infrastructure. This adjustment t the sftware architecture is reflected n the Plug-ins tab in SAS Management Cnsle. Fr mre infrmatin, see these What s New tpics: SAS Infrmatin Retrieval Studi What s New in Installatin and Cnfiguratin fr the SAS 9.4 Intelligence Platfrm in the SAS Intelligence Platfrm: Installatin and Cnfiguratin Guide What s New in Migratin fr the SAS 9.4 Intelligence Platfrm in the SAS Intelligence Platfrm: Migratin Guide What s New in Applicatin Server Administratin fr the SAS 9.4 Intelligence Platfrm in the SAS Intelligence Platfrm: Applicatin Server Administratin Guide What s New in System Administratin fr the SAS 9.4 Intelligence Platfrm in the SAS Intelligence Platfrm: System Administratin Guide What s New in Desktp Applicatin Administratin fr the SAS 9.4 Intelligence Platfrm in the SAS Intelligence Platfrm: Desktp Applicatin Administratin Guide What s New in Security Administratin fr the SAS 9.4 Intelligence Platfrm in the SAS Intelligence Platfrm: Security Administratin Guide What s New in Middle-Tier Administratin fr the SAS 9.4 Intelligence Platfrm in the SAS Intelligence Platfrm: Middle-Tier Administratin Guide What s New in Data Administratin fr the SAS 9.4 Intelligence Platfrm in the SAS Intelligence Platfrm: Data Administratin Guide What s New in Web Applicatin Administratin fr the SAS 9.4 Intelligence Platfrm in the SAS Intelligence Platfrm: Web Applicatin Administratin Guide SAS Infrmatin Retrieval Studi 1.53 SAS Infrmatin Retrieval Studi 1.53 prvides SSL supprt fr search.

138 128 Chapter 12 / SAS Intelligence Platfrm Fr mre infrmatin, see Updates t SAS Infrmatin Retrieval Studi fr SSL in SAS Intelligence Platfrm: Middle-Tier Administratin Guide. SAS Theme Designer fr Flex SAS Theme Designer 4.1 fr Flex Fr SAS Theme Designer 4.1 fr Flex, the SAS Crprate theme is nw the default theme, which has been updated with a new clr palette that is based n a navy blue palette. Yu can nw access SAS Theme Designer fr Flex frm the SAS Visual Analytics Hub t create custm themes. In additin, reprt themes are nw autmatically created when a custm applicatin theme is created in SAS Theme Designer fr Flex. These custm reprt themes can then be used in SAS Visual Analytics reprts. SAS Theme Designer 4.2 fr Flex The User Interface Cmpnents pane and the Prperties pane have been cmbined int a single pane fr SAS Theme Designer 4.2 fr Flex. The User Interface Cmpnents pane nw cntains all cmpnents t create r mdify a theme. In additin, yu can nw custmize the fnt style fr a theme. In the User Interface Cmpnents pane, the Glbal Settings ptin nw cntains a setting fr Fnt. The name fr a theme is nw assigned when yu are saving r saving and deplying a theme. And, when a theme is deplyed, undeplyed, r deleted in SAS Theme Designer 4.2 fr Flex, the list f available themes is immediately updated in applicatins that use Flex themes. Fr mre infrmatin, see What s New in SAS Theme Designer 4.2 fr Flex in SAS Theme Designer fr Flex: User's Guide.

139 SAS IT Resurce Management SAS IT Resurce Management SAS IT Resurce Management SAS IT Resurce Management SAS IT Resurce Management SAS IT Resurce Management SAS IT Resurce Management 3.4 SAS IT Resurce Management 3.4 became available in December In this release, yu can use exceptin analysis prcessing t define, evaluate, detect, and reprt n exceptinal cnditins in IT data marts. Als new in this release is the ITRM Reprt Center web applicatin used t view, rganize, filter, and share SAS IT Resurce Management perfrmance and exceptin reprts. Integratin with SAS Visual Analytics was added thrugh macrs that enable yu t lad and update ITRM tables int the SAS LASR Analytic Server. There is a new wizard t add dmain categries t an existing staging transfrmatin. As is true fr all releases, there are als multiple adapter updates. SAS IT Resurce Management 3.5 SAS IT Resurce Management 3.5 is the latest release f this slutin and became available in September In this release, upn request, SAS Visual Analytics and the in-memry SAS LASR Analytic Server can be included with the slutin. Reference

140 130 Chapter 13 / SAS IT Resurce Management dcumentatin abut installing and cnfiguring SAS IT Resurce Management withut the SAS middle tier is available in Guide t Operating SAS IT Resurce Management 3.5 withut a Middle Tier. Versin updates as well as enhanced supprt capabilities are prvided fr multiple adapters with this release. As is true fr all releases, there are als multiple adapter updates. SAS IT Resurce Management 3.6 SAS IT Resurce Management 3.6 is the latest release f this slutin and became available in May In this release, tw new adapters are prvided: SAS Envirnment Manager and ASG TMONDB2 V5. As with earlier releases, there are als multiple adapter updates. In additin, the cpy functin f ITRM Reprt Center is enhanced. Fr mre infrmatin, see What's New in SAS IT Resurce Management frm the prduct dcumentatin page fr SAS IT Resurce Management.

141 SAS Risk Management SAS Enterprise GRC SAS Mdel Risk Management SAS Risk Management fr Banking SAS Enterprise GRC 6.1 SAS shipped SAS Enterprise GRC 6.1 in Octber This release has added several new features, which include, but are nt limited t the fllwing: The prcedure t install SAS Enterprise GRC and its dependent prducts has been simplified. SAS Enterprise GRC 6.1 nw integrates with SAS Visual Analytics. Users can nw shift between the SAS Enterprise GRC and SAS Visual Analytics user interfaces fr managing and running reprts. In additin, tw new SAS Visual Analytics reprts are prvided by default. New security features have been added t prtect the server frm malicius web traffic. Attachments can nw be filtered by name and file type. Updates have been made t screen definitins and wrkflws t imprve usability and perfrmance.

142 132 Chapter 14 / SAS Risk Management Several new data laders have been added. Fr mre infrmatin, see the sftware prduct page fr SAS Enterprise GRC. SAS Mdel Risk Management SAS Mdel Risk Management is a user-friendly, web-based applicatin that facilitates the capture and life cycle management f statistical mdel-related infrmatin. That infrmatin is then used t cnduct all aspects f mdel risk management, including gvernance. Specifically, SAS Mdel Risk Management facilitates the entry, cllectin, transfer, strage, tracking, and reprting f mdels that are drawn frm multiple lines f business acrss an rganizatin. It als integrates with ther SAS prducts, including the SAS Wrkflw Engine and SAS Visual Analytics. SAS Mdel Risk Management enables yu t perfrm the fllwing activities: create, update, and track yur mdel inventry acrss the mdel life cycle cnduct mdel reviews, including full scpe validatin and ther types f reviews perfrm assessments f mdel candidates create and track findings (effective challenges) and develp actin plans cnduct change management related t all aspects f the mdel life cycle cnduct mdel usage tracking measure, manage, and mnitr mdel risk assessment retire mdels initiate and manage "in system" ad hc cmmunicatin manage dcuments and wrkflws create and manage mdel gvernance plicies enhance and extend all functinal capabilities prvided with the slutin access an aggregated view f mdels thrugh interactive dashbards

143 generate reprts based n entered and cllected data SAS Risk Management fr Banking Each f these activities can be tied t ther activities in the system. Therefre, the SAS Mdel Risk Management applicatin prvides an integrated and centralized framewrk fr cllecting, managing, and string mdel infrmatin, while capturing all changes, cmmunicatin, and interactins acrss the mdel life cycle. The SAS Mdel Risk Management system als prvides the ability t extensively custmize the user interface and add new fields, links, and user interface elements; rename windws and labels; add new screens; and s n. SAS Risk Management fr Banking 3.3 SAS Risk Management fr Banking 3.3 extends the bank s capability t assess, mnitr, ptimize, and create regulatry reprts fr financial risks. The varius analyses within SAS Risk Management fr Banking can be run n SAS High-Perfrmance Risk in additin t SAS Risk Dimensins. Running calculatins f large prtflis in a distributed envirnment n SAS High-Perfrmance Risk has substantial perfrmance benefits. The multithreading capabilities f SAS High-Perfrmance Risk als mean that perfrmance is enhanced even in sl mde. New Mnte Carl simulatin methds are ffered fr several f the analysis tasks. The regulatry Liquidity Cverage Rati (LCR) and Net Stable Funding Rati (NSFR) calculatins are extended in the areas f classificatin f cntingent cash flws and in accunting fr cllateral. The cllateral management tls enable yu t perfrm these tasks: estimate cllateral shrtfalls predict the impact f the dwngrading f cllateral assets predict the impact f the dwngrading f the bank predict the impact f derivative vlatilities Fr mre infrmatin, see the sftware prduct page fr SAS Risk Management fr Banking.

144 134 Chapter 14 / SAS Risk Management

145 SAS Strategy Management SAS Strategy Management SAS Strategy Management SAS Strategy Management SAS Strategy Management SAS Strategy Management 5.5 SAS Strategy Management 5.5 prvides these features and ther imprvements: The SAS Strategy Management installatin nw includes the SAS Visual Analytics hme page. Frm the hme page, yu can navigate t the SAS Strategy Management Builder r t a specific SAS Strategy Management prject lcated in the Builder. A new element details link type prvides anther way t custmize the infrmatin t display t yur users. Mre ptins fr the SAS Strategy Management prject link type let yu specify detailed infrmatin abut the prject s that a user can navigate t the expected view in the SAS Strategy Management Builder. SAS Strategy Management prvides new ways t link infrmatin frm diagram ndes and shapes as well as t restrict navigatin fr security reasns. Als, the Adbe SVG Viewer is n lnger required in rder t view diagrams that use the SVG frmat.

146 136 Chapter 15 / SAS Strategy Management User names are alphabetized in the Data-entry user and Apprver lists s that yu can easily find the right persn. Yu can rerder apprver names in the selectin list by dragging and drpping the apprver names int the preferred rder. Als, the rejectin wrkflw behavir has been updated. When a frm is rejected but has been apprved by sme apprvers, the frm is sent t all apprvers again s that they are aware f updates t the frm. SAS Strategy Management expands its brwser ptins with supprt fr the Chrme web brwser. SAS Strategy Management 5.6 SAS Strategy Management 5.6 prvides imprved integratin with the SAS Visual Analytics hme page. Frm the SAS Visual Analytics hme page, yu can nw select a data-entry frm and pen its prtlet in rder t wrk with the frm. Yu can als make mbile reprts available n the hme page. SAS Strategy Management prvides a new way t create reprts that yu can view in Micrsft Office when SAS Add-In fr Micrsft Office is installed. The Imprt wizard prvides a new cnfiguratin feature that imprts elements, their nn-metric attributes, and their perid types. Fr mre infrmatin, see the sftware prduct page fr SAS Strategy Management.

147 SAS Visual Analytics SAS Visual Analytics SAS Visual Analytics SAS Visual Analytics SAS Visual Analytics SAS Visual Analytics SAS Visual Analytics SAS Visual Analytics SAS Visual Analytics 6.2 SAS Visual Analytics is a web-based prduct that uses SAS high-perfrmance analytic technlgies t explre huge vlumes f data quickly in rder t see patterns and trends. Here are sme f the updates in SAS Visual Analytics 6.2: The SAS Visual Analytics hme page nw displays tables, and the search has been enhanced t include any registered SAS types, nt nly reprts, explratins, and stred prcesses. SAS Visual Data Builder nw supprts input tables frm the SAS LASR Analytic Server and has imprved perfrmance with the Greenplum Data Cmputing Appliance. In SAS Visual Analytics Explrer, frecasting has been enhanced t supprt underlying factrs and scenari analysis. Yu can nw create aggregated measures

148 138 Chapter 16 / SAS Visual Analytics and perfrm decisin tree analysis. Yu can als rank yur data based n the greatest and least aggregated values. SAS Visual Analytics Designer has been enhanced t give yu the ability t create new aggregated calculated items fr tables and graphs, filter r rank yur data based n the tp r bttm values, and change the reprt theme. Yu can add links t a specific sectin in a target reprt r add links frm a reprt bject, text, r image t anther reprt. Yu can grup mre than five gauges in a reprt. Using SAS Visual Analytics Administratr, yu can define permissin cnditins in an interactive editr. Yu can use either blacklisting r whitelisting t manage mbile devices. Yu can register tables. Fr mre infrmatin, see What s New in SAS Visual Analytics 6.2 in the SAS Visual Analytics: User's Guide. SAS Visual Analytics 6.3 SAS Visual Analytics 6.3 cntains many new features, including the fllwing: Simplified self-service capabilities enable users t quickly and easily lad their wn data, whether the users are explring data r designing a reprt. Yu can use Esri mapping technlgy when explring data and designing reprts. Netwrk diagrams enable yu t see the relatinships and cntributins between elements with ndes n a chart and acrss a ge map. Alerts that are based n expressins ntify reprt subscribers when metrics reach specific values. Yu can create custm graph templates fr reprts. Guest access, which des nt require a lgin ID r passwrd, is available fr viewing explratins, reprts, and dashbards. New text analysis capabilities enable yu t understand the mst cmmn terms and tpics discussed in yur Twitter streams r ther text fields such as "custmer cmments."

149 SAS Visual Analytics 139 Integratin with SAS Office Analytics enables custmers t display SAS Visual Analytics cntent in Micrsft Excel, PwerPint, Wrd, Outlk, and SharePint. Fr mre infrmatin, see What s New in SAS Visual Analytics 6.3 in the SAS Visual Analytics: User's Guide. SAS Visual Analytics 6.4 SAS Visual Analytics 6.4 cntains many updates, including the fllwing: Yu can nw imprt data frm these third-party vendr database servers: Aster BigInsights Cludera DB2 Greenplum Hrtnwrks MySQL Netezza ODBC Oracle PstgreSQL Salesfrce SAP HANA SQL Server Teradata Vertica Imprting data frm massively parallel prcessing databases has been enhanced.

150 140 Chapter 16 / SAS Visual Analytics Wrking with visualizatins usability is imprved. Designing reprts usability is imprved. Fr mre infrmatin, see What s New in SAS Visual Analytics 6.4 in the SAS Visual Analytics: User's Guide. SAS Visual Analytics 7.1 SAS Visual Analytics 7.1 cntains many updates, including the fllwing: Imprting data frm Pivtal HD and Cludera Impala is supprted. A new Sankey diagram visualizatin enables yu t perfrm path analytics. Path analytics displays flws f data frm ne event (value) t anther as a series f paths. With gal seeking, yu can specify a target value fr the frecast measure, and then determine the values f the underlying factrs that wuld be required t achieve the target value. Text analytics in a wrd clud visualizatin enables yu t analyze the sentiment f dcuments in yur dcument cllectin. It als enables yu t explre a selectin f specific dcuments as a new visualizatin. Parameters are supprted fr reprt cntrls, and can be used in calculatins, filters, ranks, and display rules. New ptins fr printing t PDF are available fr reprts. Yu can use categry data items, calculated items that are categries, and custm categries in custm srts. Yu can distribute reprts t ther users based n a schedule. Reprt designers can lcalize (r translate) the labels, tltips, and ther descriptive text that are part f reprts. A predefined reprt prvides insight int hw yur site uses SAS Visual Analytics. The reprt is ppulated after yu enable auditing, and is visible nly t administratrs. Fr mre infrmatin, see What s New in SAS Visual Analytics 7.1 in SAS Visual Analytics: User's Guide.

151 SAS Visual Analytics 141 SAS Visual Analytics 7.2 SAS Visual Analytics 7.2 cntains many updates, including the fllwing: SAS Visual Statistics is visually and functinally integrated with SAS Visual Analytics Explrer. A new feature in SAS Visual Statistics is that yu can derive predicted values fr predictive mdels. (SAS Visual Statistics remains a separately licensed prduct.) Decisin tree visualizatins include an icicle plt f the ndes in the tree. Yu can imprt data frm Ggle Analytics, Facebk, and MapR. Yu can imprt a ZIP file that cntains a single spreadsheet r delimited text file. A new reprt theme, SAS Snw, prvides a clean, uncluttered default appearance fr yur reprts. When yu print a reprt t PDF, new ptins are available (fr example, yu can add page numbers). When yu send a reprt by , yu can attach a PDF f the reprt. Calculated data items and gruped categry data items can be changed int gegraphic data items and used in ge maps. In URLs that link t reprts in the designer r viewer, yu can include parametervalue pairs. Fr example: Fr mre infrmatin, see What s New in SAS Visual Analytics 7.2 in SAS Visual Analytics: User's Guide.

152 142 Chapter 16 / SAS Visual Analytics

153 143 Appendix 1 Additinal Prduct Updates in SAS 9.4 These prducts were als released during the SAS 9.4 life cycle. Hwever, because the changes were minr, they d nt need a full What s New tpic. They are listed here fr cmpleteness. DataFlux Authenticatin Server 3.2 SAS/ACCESS 9.4 Interface t Aster SAS/ACCESS 9.4 Interface t DB2 SAS/ACCESS 9.4 Interface t Greenplum SAS/ACCESS 9.4 Interface t Hadp SAS/ACCESS 9.4 Interface t Netezza SAS/ACCESS 9.4 Interface t Oracle SAS/ACCESS 9.4 Interface t Teradata SAS AppDev Studi 4.4 SAS/ASSIST 9.4 SAS Data Surveyr fr SAP SAS/EIS 9.4 SAS Frecasting fr Desktp 12.3 SAS Fraud Management 4.1

154 144 Appendix 1 / Additinal Prduct Updates in SAS 9.4 SAS High-Perfrmance Cmputing Management Cnsle 2.5 SAS High-Perfrmance Risk 3.2M1 SAS Infrmatin Studi 4.4 SAS Inventry Optimizatin 2.3 SAS Simulatin Studi 12.3 SAS Strategy Management 5.5 Fr mre infrmatin abut any SAS prduct, cntact yur SAS accunt representative.

155 145 Dcumentatin Enhancements Appendix 2 Overview May 2015 (SAS 9.4, Rev. 940_15w20) April 2015 (SAS 9.4, Rev. 940_15w16) March 2015 (SAS 9.4, Rev. 940_15w12) February 2015 (SAS 9.4, Rev. 940_15w08) January 2015 (SAS 9.4, Rev. 940_15w04) Nvember 2014 (SAS 9.4, Rev. 940_14w47) Octber 2014 (SAS 9.4, Rev. 940_14w41) September 2014 (SAS 9.4, Rev. 940_14w36) August 2014 (SAS 9.4, Rev. 940_14w32) June 2014 (SAS 9.4, Rev. 940_14w23) May 2014 (SAS 9.4, Rev. 940_14w19) April 2014 (SAS 9.4, Rev. 940_14w14) March 2014 (SAS 9.4, Rev. 940_14w11) December 2013 (SAS 9.4, Rev. 940_13w51) Nvember 2013 (SAS 9.4, Rev. 940_13w45)

156 146 Appendix 2 / Dcumentatin Enhancements Octber 2013 (SAS 9.4, Rev. 940_13w40) September 2013 (SAS 9.4, Rev. 940_13w36) July 2013 (SAS 9.4, Rev. 940_13w30) Overview The What's New dcumentatin is cumulative and is updated whenever there is an update t a SAS prduct. The fllwing tpics will help yu determine what changes were made after the initial release f SAS 9.4, which shipped in July May 2015 (SAS 9.4, Rev. 940_15w20) SAS Mdel Risk Management is a new prduct. Fr mre infrmatin, see SAS Mdel Risk Management n page 132. These prducts shipped a new release: SAS Add-In 7.11 fr Micrsft Office n page 81 SAS Enterprise Guide 7.11 n page 84 SAS Event Stream Prcessing 3.1 n page 47 SAS High-Perfrmance Analytics Infrastructure 2.94 n page 74 SAS High-Perfrmance Risk 3.4 n page 55 SAS IT Resurce Management 3.6 n page 130 SAS Risk Management fr Banking 3.3 n page 133 SAS Visual Analytics 7.2 n page 141

157 February 2015 (SAS 9.4, Rev. 940_15w08) 147 April 2015 (SAS 9.4, Rev. 940_15w16) SAS Scalable Perfrmance Data Server 5.2 is nw available. Fr mre infrmatin, see SAS Scalable Perfrmance Data Server 5.2 n page 33. March 2015 (SAS 9.4, Rev. 940_15w12) SAS Energy Frecasting is a new prduct. Fr mre infrmatin, see SAS Energy Frecasting 3.1 n page 46. These prducts shipped a new release: SAS Data Remediatin 2.2 n page 102 SAS Jb Mnitr 2.2 n page 104 SAS Marketing Autmatin 6.4 n page 110 SAS Marketing Optimizatin 6.4 n page 111 SAS MDM 4.2 n page 106 SAS Real-Time Decisin Manager 6.4 n page 112 SAS Task Manager 2.2 n page 106 SAS Visual Prcess Orchestratin 2.2 n page 107 February 2015 (SAS 9.4, Rev. 940_15w08) These prducts shipped a new release: SAS Data Quality Acceleratr 2.6 fr Teradata n page 100

158 148 Appendix 2 / Dcumentatin Enhancements SAS Quality Knwledge Base fr Cntact Infrmatin 25 n page 96 SAS Studi 3.3 n page 34 These prducts were enhanced: the DS2 language. The SAS In-Database Cde Acceleratr fr Hadp nw uses HCatalg t prcess cmplex, nn-delimited files. Fr mre infrmatin, see DS2 Language n page 10. SAS 9.4 In-Database Cde Acceleratr fr Hadp. Fr mre infrmatin, see SAS 9.4 In-Database Prducts n page 119. January 2015 (SAS 9.4, Rev. 940_15w04) These prducts shipped a new release: SAS Anti-Mney Laundering 6.3 n page 116 SAS Custmer Due Diligence 6.3 n page 117 SAS Financial Management 5.5 n page 114 SAS Scial Netwrk Analysis Server 6.2 shipped its first maintenance release. Fr mre infrmatin, see SAS Scial Netwrk Analysis Server 6.2 n page 118. Nvember 2014 (SAS 9.4, Rev. 940_14w47) These prducts are new: SAS Business Data Netwrk 3.1 n page 97 SAS Lineage 3.1 n page 105

159 Octber 2014 (SAS 9.4, Rev. 940_14w41) 149 These prducts shipped a new release: DataFlux Data Management Server 2.6 n page 92 SAS Event Stream Prcessing n page 47 SAS High-Perfrmance Analytics Infrastructure 2.91 n page 74 SAS High-Perfrmance Risk 3.3 n page 55 SAS LASR Analytic Server 2.5 n page 77 SAS Quality Knwledge Base fr Cntact Infrmatin 24 n page 96 SAS Quality Knwledge Base fr Prduct Data 5 n page 97 Octber 2014 (SAS 9.4, Rev. 940_14w41) These prducts shipped a new release: DataFlux Data Management Studi 2.6 n page 93 SAS Add-In 7.1 fr Micrsft Office n page 80 SAS Enterprise GRC 6.1 n page 131 SAS Enterprise Guide 7.1 n page 83 SAS Envirnment Manager 2.4 n page 124 SAS Infrmatin Retrieval Studi 1.53 n page 127 SAS Visual Analytics 7.1 n page 140

160 150 Appendix 2 / Dcumentatin Enhancements September 2014 (SAS 9.4, Rev. 940_14w36) SAS IT Resurce Management 3.5 is a new release. Fr mre infrmatin, see SAS IT Resurce Management 3.5 n page 129. August 2014 (SAS 9.4, Rev. 940_14w32) These prducts shipped a new release: SAS Cntextual Analysis 13.2 n page 41 SAS Business Rules Manager 2.2 n page 39 SAS Data Integratin Studi 4.9 n page 98 SAS Decisin Manager 2.2 n page 42 SAS Envirnment Manager n page 123 SAS Enterprise Miner 13.2 n page 45 SAS/ETS 13.2 n page 50 SAS/IML 13.2 n page 57 SAS Mdel Manager 13.1 n page 58 SAS/OR 13.2 n page 61 SAS/QC 13.2 n page 63 SAS/STAT 13.2 n page 66 SAS Studi 3.2 n page 34 SAS Text Miner 13.2 n page 68

161 June 2014 (SAS 9.4, Rev. 940_14w23) 151 These prducts are new: SAS/ACCESS Interface t Impala SAS/ACCESS Interface t the PI System These prducts shipped as part f the secnd maintenance release fr SAS 9.4: Base SAS 9.4 n page 10 SAS/ACCESS 9.4 Interface t Hadp n page 25 SAS/ACCESS 9.4 Interface t Oracle n page 25 SAS/ACCESS 9.4 Interface t PC Files n page 25 SAS/CONNECT 9.4 n page 27 SAS/GRAPH 9.4 n page 28 SAS Grid Manager 9.4 n page 31 SAS 9.4 Integratin Technlgies n page 121 SAS 9.4 Intelligence Platfrm n page 124 SAS 9.4 OLAP Server n page 85 June 2014 (SAS 9.4, Rev. 940_14w23) These prducts shipped a new release: SAS OpRisk VaR 6.1 n page 59 SAS Quality Knwledge Base fr Cntact Infrmatin 23 n page 95

162 152 Appendix 2 / Dcumentatin Enhancements May 2014 (SAS 9.4, Rev. 940_14w19) These prducts shipped a new release: DataFlux Authenticatin Server 4.1 n page 91 SAS Federatin Server 4.1 n page 103 SAS DataFlux Secure 2.5 was updated. Fr mre infrmatin, see DataFlux Secure 2.5 n page 94. April 2014 (SAS 9.4, Rev. 940_14w14) These prducts shipped a new release: SAS Anti-Mney Laundering 6.2 n page 116 SAS Data Quality Acceleratr 2.5 fr Teradata n page 100 These prducts shipped a maintenance release: SAS Data Remediatin 2.1 n page 101 SAS MDM 4.1 n page 105 SAS Task Manager 2.1 n page 106 March 2014 (SAS 9.4, Rev. 940_14w11) These prducts are new: SAS In-Memry Statistics n page 72 SAS Studi 3.1 n page 33

163 December 2013 (SAS 9.4, Rev. 940_13w51) 153 These prducts shipped a new release: SAS LASR Analytic Server 2.3 n page 76 SAS Strategy Management 5.6 n page 136 SAS Visual Analytics 6.4 n page 139 The dcumentatin was updated fr SAS Data Surveyr 5.1 fr SAP. Fr mre infrmatin, see SAS Data Surveyr 5.1 fr SAP n page 102. December 2013 (SAS 9.4, Rev. 940_13w51) The first maintenance release fr SAS 9.4 shipped in December Several prducts were updated in this maintenance release. SAS/ACCESS 9.4 Interface t PC Files n page 25 Base SAS 9.4 n page 10 SAS/CONNECT 9.4 n page 27 SAS 9.4 In-Database Prducts n page 119 SAS 9.4 Integratin Technlgies n page 121 SAS 9.4 Intelligence Platfrm n page 124 SAS 9.4 OLAP Server n page 85 These prducts shipped a new release: SAS Data Integratin Studi 4.8 n page 98 SAS Enterprise Miner 13.1 n page 43 SAS/ETS 13.1 n page 48 SAS Financial Management 5.4 n page 113 SAS Frecast Server 13.1 n page 53

164 154 Appendix 2 / Dcumentatin Enhancements SAS High-Perfrmance Cmputing Management Cnsle 2.4 n page 75 SAS High-Perfrmance Risk 3.2 n page 54 SAS/IML 13.1 n page 56 SAS LASR Analytic Server 2.1 and 2.2 n page 76 SAS/OR n page 60 SAS/QC n page 62 SAS/STAT 13.1 n page 65 SAS Theme Designer 4.2 fr Flex n page 128 SAS Text Miner 13.1 n page 68 SAS Visual Analytics 6.3 n page 138 These prducts shipped a maintenance release: The first maintenance release fr SAS Add-In 6.1 fr Micrsft Office is available. Fr mre infrmatin, see SAS Add-In 6.1 fr Micrsft Office n page 79. The first maintenance release fr SAS Enterprise Guide 6.1 is available. Fr mre infrmatin, see SAS Enterprise Guide 7.1 n page 83. Nvember 2013 (SAS 9.4, Rev. 940_13w45) These prducts shipped a new release: SAS Anti-Mney Laundering 6.1 n page 115 SAS Quality Knwledge Base fr Cntact Infrmatin 22 n page 94 These prducts are new: SAS Custmer Due Diligence 6.1 n page 117 SAS Peer Grup Analysis 6.1 n page 117

165 September 2013 (SAS 9.4, Rev. 940_13w36) 155 Octber 2013 (SAS 9.4, Rev. 940_13w40) These prducts are new: DataFlux Data Management Server 2.5 n page 92 DataFlux Data Management Studi 2.5 n page 93 SAS Cntextual Analysis 12.3 n page 40 SAS Data Management Cnsle n page 99 SAS Data Remediatin 2.1 n page 101 SAS Jb Mnitr 2.1 n page 104 SAS MDM 4.1 n page 105 SAS Visual Prcess Orchestratin 2.1 n page 107 These prducts shipped a new release. DataFlux Authenticatin Server 3.2 n page 91 DataFlux Secure 2.5 n page 94 SAS Data Quality Acceleratr 2.4 fr Teradata n page 99 September 2013 (SAS 9.4, Rev. 940_13w36) SAS Data Quality Acceleratr fr Teradata 2.4 is a new prduct. Fr mre infrmatin, see SAS Data Quality Acceleratr 2.4 fr Teradata n page 99.

166 156 Appendix 2 / Dcumentatin Enhancements July 2013 (SAS 9.4, Rev. 940_13w30) These prducts shipped a new release: SAS Business Rules Manager 2.1 n page 39 SAS Decisin Manager 2.1 n page 41 The In-Database prducts were updated. Fr mre infrmatin, see SAS 9.4 In- Database Prducts n page 119.

167 157 Recmmended Reading Fr mre infrmatin abut the new features r enhancements fr a specific prduct, see the What s New tpic in the prduct dcumentatin. The prduct dcumentatin is available in the fllwing lcatins: the prduct dcumentatin page at the Help that is available within the prduct Nte: Yur site might nt license all f the prducts that are listed in this bk. Therefre, yu might nt be able t access the Help fr all SAS prducts. Rund ut yur SAS knwledge with these recmmended bks, which include realwrld examples frm expert users: The Little SAS Bk: A Primer at The Little SAS Bk fr SAS Enterprise Guide at Output Delivery System: The Basics and Beynd at Custm Tasks fr SAS Enterprise Guide Using Micrsft.NET at read004 Data Quality fr Analytics Using SAS at Statistical Graphics Prcedures by Example: Effective Graphs Using SAS at g.sas.cm/read006 Decisin Trees fr Analytics Using SAS Enterprise Miner at read007

168 158 Recmmended Reading Fr a cmplete list f SAS publicatins, g t sas.cm/stre/bks. If yu have questins abut which titles yu need, please cntact a SAS Representative: SAS Bks SAS Campus Drive Cary, NC Phne: Fax: Web address: sas.cm/stre/bks

169 159 Index Numbers 32-bit architecture 22 A access methds DATAURL 18 SFTP 18 WebDAV 18 ZIP 19 administrating SAS 123 administratin 4 Advanced Encryptin Standard (AES) 14 ANSI SQL:1999 cre standard 12 applicatin messaging 121 ARM metrics 20 ARM_DSIO subsystem 20 auditing 20 authenticatin 20 B backups 124 C clud deplyment 3 clustering servers 4 CPORT prcedure 17 D data exprting 25, 53 imprting 25, 53 prcessing streamed 18 data integratin 98 data mining 43 data sets cnverting t JMP files 18 encding 20 lcale infrmatin 19 transprt 20 DATA step 15 databases relatinal 24 DataFlux See SAS DataFlux DataFlux Data Management Platfrm 101 DataFlux Federatin Server See SAS Federatin Server

170 160 Index DATASETS prcedure 17 DATAURL access methd 18 deplyment 124 deplyments clud 3 Directry Services 121 DOWNLOAD prcedure 17 DS2 7 DS2 language 10 DS2 prcedure 10 DSTRANS prcedure 10 E ecnmetrics 47 encding 20 envirnments 17 EPUB 15 Event Brker Service 121 EXPORT prcedure 25 F FedSQL 7, 12 FEDSQL prcedure 12 FedSQL syntax 10 files 19 JMP 25 Micrsft Excel 25 Strata 25 FREQ prcedure 21 G Graph Template Language 16 grid cmputing 31 SAS Enterprise Guide 31 H Hadp 13 high-perfrmance analytics 73 high-perfrmance cmputing 75 high-perfrmance ecnmetrics 47 high-perfrmance statistics 64 HTML5 15 I IMPORT prcedure 25 infrastructure 73 input streams 18 J JavaScript Object Ntatin (JSON) 18 JMP files 18, 25 JMP Graph Builder 18, 25

171 Index 161 L languages 19, 85 libraries SharePint Dcument 18 Wrk 17 lcales 19 LOCKDOWN 17 lgging 20 M management cnsles 75 metrics ARM 20 Micrsft Excel files 25 Micrsft PwerPint creating files 15 O ODS Graphics 16 ODS Graphics Designer 16 ODS Graphics Editr 16 OLAP cubes 85 OLAPCONTENTS prcedure 85 OLAPOPERATE prcedure 85 perating envirnments UNIX 22 Windws 22 ptimizatin 60 Output Delivery System (ODS) 15 P PC files 25 PC Files Server 25 perfrmance imprvements 13 prcedures CPORT 17 DATASETS 17 DOWNLOAD 17 DS2 10 EXPORT 25 FEDSQL 12 FREQ 21 high-perfrmance 43 IMPORT 25 OLAPCONTENTS 85 OLAPOPERATE 85 SQL 17 STP 121 UNIVARIATE 21 prgramming languages DS2 7 FedSQL 7 R Reprt Writing Interface (RWI) 15

172 162 Index S SAS BI Web Services 121 SAS Cntent Server 20 SAS Credit Scring fr SAS Enterprise Miner 43 SAS Data Integratin Studi 98 SAS Data Quality Server 101 SAS DataFlux 101 SAS Embedded Prcess 7, 119 SAS Enterprise Miner 43 SAS Envirnment Manager 4, 123, 124 SAS envirnments 17 SAS Federatin Server 101, 102 SAS Frecast Server 53 SAS Frecast Studi 53 SAS Fundatin Services 121 SAS Grid Manager 31 SAS High-Perfrmance Analytics Infrastructure 73 SAS High-Perfrmance Cmputing Management Cnsle 75 SAS High-Perfrmance Data Mining 43 SAS High-Perfrmance Risk 64 SAS In-Database Cde Acceleratr 119 SAS Integratin Technlgies 121 SAS Metadata Server 20 SAS OLAP Server 85 SAS OpRisk VaR 59 SAS Publishing Framewrk 121 SAS Risk Management fr Banking 64 SAS Stred Prcess Web Applicatin 121 SAS Stred Prcesses 121 SAS Text Miner 67 SAS Theme Designer fr Flex 128 SAS Time Series Studi 53 SAS Visual Analytics 137 SAS Web Applicatin Server 3, 124 SAS Web Reprt Studi 87 SAS Wrkflw Studi 122 SAS/ACCESS 24 SAS/CONNECT 14 SAS/ETS 47 SAS/IML 55 SAS/OR 60 SAS/QC 62 SAS/SECURE 4, 14 SAS/STAT 64 Scalable Perfrmance Data Engine (SPD Engine) 13 security 4, 14 servers clustering 4 SFTP access methd 18 SharePint Dcument Library 18 SQL pass-thrugh facility 85 SQL prcedure 17 SQL syntax 12

173 Index 163 STP prcedure 121 Strata files 25 UNIX perating envirnments 22 T themes Flex applicatins 128 time znes 19 transprting data sets 20 U UNIVARIATE prcedure 21 Universal Crdinate Time (UTC) 19 W WebDAV access methd 18 Windws perating envirnments 22 Wrk library 17 Z ZIP 19 ZIP access methd 19 ZIP files 19

174 164 Index

175

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