SAS Training fr Clinical Trials (with Prject) - Training Duratin: 50 hurs Take Away: Clinical SAS bks Class ntes, Cding fr reference, Assignments fr practice Dump questins fr certificatin exam preparatin Interview questins, Resume preparatin. Curse Cntent / Tpics: Intrductin f SAS sftware. Industries using SAS Cmpnents f SAS System. Architecture f SAS system. Functinality f SAS System. Intrductin f SAS windws Wrking in the SAS Envirnment Functinality f SAS Windws. Creating and managing SAS Libraries. Overview f SAS Data states. Types f Libraries. String files temprarily and permanently. Referencing SAS files. Creatin database frm raw data Steps t create a SAS dataset. Creating SAS dataset using text file. Creating SAS dataset using text file with delimiters. Creating SAS dataset using structured text file. Creating SAS dataset using unstructured text file.
Creating SAS dataset using Excel file. Creating SAS dataset using Access file. Creating SAS dataset using values inside the cde. Autmatic variables Use f autmatic variables. Types f autmatics variables. Use f _N_, _ERROR_, _NULL_. Testing yur prgrams. Using put statement. Autmatic Variable. Output delivery system Cncepts f utput delivery system. Hw ODS wrks and viewing utput f ODS in different frmat. HTML, RTF, PDF etc.. Cmbinatin the dataset One--ne reading One t many Many t many Cncatenatin Interleaving, Match merge Functins Character functin
Numerical functin Arithmetical functin Mathematical functin Date Functin Sampling methd Randm sampling Lps in SAS: D Lps Lps are used t iterate thrugh every bservatin fr specified number f times t btain a desired result Types f Lps: D Lp D While D Until Default increments by 1 Can use BY t increment by any value ther than 1 Array Definitin f array Example f array PROCEDURES Prcedure Frmat. Prcedure Cntents. Prcedure Optins.
Prcedure Append. Prcedure Cmpare. Prcedure Transpse. Prcedure Print. Prcedure Imprt. Prcedure Exprt. Prcedure Datasets. Prcedure Tabulate. Prcedure Chart, Gchart, Gplt. Prcedure Reprt. GRAPHS Intrductin t graphics. Intrductin t graphics. Types f Graphics (with latest mdels) Defining prcedure Graphics. Advance SAS Tpic PrcSql Generate detail reprts by wrking with a single table, jining tables, r using set peratrs in the SQL prcedure. Generate summary reprts by wrking with a single table, jining tables, r using set peratrs in the SQL prcedure. Cnstruct sub-queries and in-line views within an SQL prcedure step.
Cmpare slving a prblem using the SQL prcedure versus using traditinal SAS prgramming techniques. Macr Create and use user-defined and autmatic macr variables within the SAS Macr Language. Autmate prgrams by defining and calling macrs using the SAS Macr Language. Understand the use f macr functins. Intrductin f SAS and Clinical research SAS rle in Clinical Research. What is Clinical trial? What is Prtcl and rle f Prtcl in Clinical Research? Which is playing main rle in Clinical Research? Clinical Trials Data Structures Identify the classes f clinical trials data (demgraphic, lab, baseline, cncmitant medicatin, etc.). Identify key CDISC principals and terms. Describe the structure and purpse f the CDISC SDTM data mdel. Describe the structure and purpse f the CDISC ADaM data mdel. Describe the cntents and purpse f define.xml. Statistic and Reprt Clinical Trials Results Use SAS prcedures t btain descriptive statistics fr clinical trials data
(FREQ, UNIVARIATE, MEANS, SUMMARY). Use PROC FREQ t btain p-values fr categrical data (2 2 and NxP test fr assciatin). Use PROC TTEST t btain p-values fr cntinuus data (ne-sample, paired and tw-sample t-tests). Create utput data sets frm statistical prcedures. Using ODS with PROC REPORT and PROC TABULATE t generate nice lking tables and listings Prducing Bar and Pie charts using PROC GPLOT and PROC GCHART Transfrm Clinical Trials Data Apply categrizatin and windwing techniques t clinical trials data. Transpse SAS data sets. Apply bservatin carry frward techniques t clinical trials data (LOCF, BOCF, WOCF). Calculate change frm baseline results. Basic Statistic Data Explratin Data Preparatin Summary Statistics Summary Statistics - Central Tendency Summary Statistics - Central Tendency Intrductin t Statistics - Descriptive Statistics Intrductin t Statistics -Samples and Ppulatins Hypthesis Testing
Cncept f hypthesis testing Chisq Anva Additinal Supprt: Clinical Prject