QUANTITATIVE METHODS. for Decision Makers. Mik Wisniewski. Fifth Edition. FT Prentice Hall
|
|
- Christopher Stewart
- 8 years ago
- Views:
Transcription
1 Fifth Edition QUANTITATIVE METHODS for Decision Makers Mik Wisniewski Senior Research Fellow, Department of Management Science, University of Strathclyde Business School FT Prentice Hall FINANCIAL TIMES An imprint of Pearson Education Harlow, England London New York Boston San Francisco Toronto Sydney Singapore Hong Kong Tokyo Seoul Taipei New Delhi Cape Town Madrid Mexico City Amsterdam Munich Paris Milan
2 Contents List of 'QMDM in Action' case studies Preface Guided Tour Acknowledgements XIV xv xvii xix 1 Introduction The Use of Quantitative Techniques by Business The Role of Quantitative Techniques in Business Models in Quantitative Decision Making Use of Computers Using the Text Tools of the Trade c Some Basic Terminology Fractions, Proportions, Percentages Rounding and Significant Figures Common Notation Powers and Roots Logarithms Summation and Factorials Equations and Mathematical Models Graphs Real and Money Terms
3 viii CONTENTS 3 Presenting Management Information A Business Example 47 Bar Charts 50 Pie Charts 58 Frequency Distributions 60 Percentage and Cumulative Frequencies 62 Histograms 64 Frequency Polygons 67 Ogives 68 Lorenz Curves 70 Time-Series Graphs 72 Z Charts 74 Scatter Diagrams 81 General Principles of Graphical Presentation Management Statistics A Business Example 99 Why are Statistics Needed? 100 Measures of Average 101 Measures of Variability 105 Using the Statistics. c 118 Calculating Statistics for Aggregated Data 120 Index Numbers Probability and Probability Distributions Terminology 148 The Multiplication Rule 152 The Addition Rule 153 A Business Application 157
4 CONTENTS ix Probability Distributions, 163 The Binomial Distribution 166 The Normal Distribution Decision Making Under Uncertainty The Decision Problem 195 The Maximax Criterion 198 The Maximin Criterion 198 The Minimax Regret Criterion 198 Decision Making Using Probability Information 200 Risk. 201 Decision Trees 201 The Value of Perfect Information Market Research and Statistical Inference Populations and Samples 219 Sampling Distributions 222 The Central Limit Theorerfi 224 Characteristics of the Sampling Distribution 225 Confidence Intervals 226 Other Confidence Intervals 229 Confidence Intervals for Proportions 230 Interpreting Confidence Intervals 232 Hypothesis Tests 232 Tests on a Sample Mean 240 Tests on the Difference Between Two Means 241 Tests on Two Proportions or Percentages 243 Tests on Small Samples 245 Inferential Statistics Using a Computer Package 247 p Values in Hypothesis Tests 248 X 2 Tests
5 CONTENTS Quality Control and Quality Management The Importance of Quality Techniques in Quality Management Statistical Process Control Control Charts Control Charts for Attribute Variables Pareto Charts Ishikawa Diagrams Forecasting I: Moving Averages and Time Series The Need for Forecasting Approaches to Forecasting Trend Projections Time-Series Models Forecasting II: Regression The Principles of Simple Linear Regression The Correlation Coefficient The Line of Best Fit Using the Regression Equation Further Statistical Evaluation of the Regression Equation Non-linear Regression Multiple Regression The Forecasting Process
6 CONTENTS Linear Programming The Business Problem Formulating the Problem Graphical Solution to the LP Formulation Sensitivity Analysis Computer Solutions Assumptions of the Basic Model Dealing with More than Two Variables Extensions to the Basic LP Model Stock Control The Stock-Control Problem Costs Involved in Stock Control The Stock-Control Decision The Economic Order Quantity Model The Reorder Cycle Assumptions of the EOQ Model Incorporating Lead Tinie Classification of Stock Items MRP and JIT Project Management Characteristics of a Project Project Management Business Example
7 XII CONTENTS Network Diagrams Developing the Network Diagram Using the Network Diagram Precedence Diagrams Gantt Charts Uncertainty Project Costs and Crashing Simulation The Principles of Simulation Business Example Developing the Simulation Model A Simulation Flowchart Using the Model Financial Decision Making 538 Interest Nominal and Effective Interest Present Value Investment Appraisal Replacing Equipment ' c
8 CONTENTS xiii Conclusion 565 Appendices A Binomial Distribution 566 B Areas in the Tail of the Normal Distribution 571 C Areas in the Tail of the t Distribution 572 D Areas in the Tail of the % 2 Distribution. 573 E Areas in the Tail of the F Fistribution, 0.05 Level 574 F Solutions to Chapter Activities 576 Further Reading 593 Index 599
Financial Statement Analysis
Financial Statement Analysis Valuation Credit analysis Executive compensation Christian V. Petersen and Thomas Plenborg Financial Times Prentice Hall is an imprint of Harlow, England London New York Boston
More informationRelationship marketing
Relationship marketing WBIbliothek Exploring relational strategies in marketing FOURTH EDITION JOHN EGAN London South Bank University Financial Times Prentice Hall is an imprint of Harlow, England London
More informationMacroeconomics. Manfred Gartner. Prentice Hall THIRD EDITION. University of St Gallen, Switzerland. An imprint of Pearson Education
Macroeconomics THIRD EDITION Manfred Gartner University of St Gallen, Switzerland Prentice Hall FINANCIAL TIMES An imprint of Pearson Education Harlow, England London New York Boston San Francisco Toronto
More informationBusiness Finance. Theory and Practica. Eddie McLaney PEARSON
Business Finance Theory and Practica Eddie McLaney PEARSON Harlow, England London New York Boston San Francisco Toronto Sydney Auckland Singapore Hong Kong Tokyo Seoul Taipei New Delhi Cape Town Säo Paulo
More informationPurchasing and Supply Chain Management
Eighth Edition Purchasing and Supply Chain Management KENNETH LYSONS MA, MEd, PhD, Dipl.PA, AcDip.Ed., DMS, FCIS, FCIPS, Flnst M, MILT BRIAN FARRINGTON BSc(Econ), MSc, PhD, FCIPS PEARSON Harlow, England
More informationOPERATIONS AND PROCESS MANAGEMENT Principles and practice for strategic impact
OPERATIONS AND PROCESS MANAGEMENT Principles and practice for strategic impact Second Edition Nigel Slack Stuart Chambers Robert Johnston Alan Betts FT Prentice Hall FINANCIAL TIMES An imprint of Pearson
More informationDavid Jobber University of Bradford
8th edition David Jobber University of Bradford Geoffrey Lancaster London School of Commerce Prentice Hall FINANCIAL TIMES An imprint of Pearson Education Harlow, England London New York Boston San Francisco
More informationDesigning Interactive Systems
THIRD EDITION Designing Interactive Systems A comprehensive guide to HCl, UX and interaction design David Benyon PEARSON Harlow, England London * New York Boston San Francisco Toronto Sydney * Auckland
More informationCustomer Relationship. Management. Ed Peelen and Rob Beltman
Customer Relationship Management Ed Peelen and Rob Beltman PEARSON Harlow, England London New York Boston San Francisco Toronto Sydney Auckland Singapore Hong Kong Tokyo Seoul Taipei New Delhi Cape Town
More informationManfred Gartner. University of St Gallen, Switzerland. An imprint of Pearson Education
Manfred Gartner University of St Gallen, Switzerland An imprint of Pearson Education Harlow, England London New York Reading, Massachusetts San Francisco Toronto Don Mills, Ontario Sydney Tokyo Singapore
More informationUnivariate and Multivariate Methods PEARSON. Addison Wesley
Time Series Analysis Univariate and Multivariate Methods SECOND EDITION William W. S. Wei Department of Statistics The Fox School of Business and Management Temple University PEARSON Addison Wesley Boston
More informationAdvertising Research
Second Edition Advertising Research THEORY AND PRACTICE Joel J. Davis School of Journalism & Media Studies, San Diego State University Prentice Hall Boston Columbus Indianapolis New York San Francisco
More informationFinancial Times Prentice Hall is an imprint of
mnr\ Financial Times Prentice Hall is an imprint of Harlow, England London New York Boston San Francisco Toronto Sydney Singapore Hong Kong Tokyo Seoul Taipei New Delhi Cape Town Madrid Mexico City Amsterdam
More informationTHE PSYCHOLOGY OF INVESTING
Fourth Edition THE PSYCHOLOGY OF INVESTING John R. Nofsinger Washington State University Prentice Hall Boston Columbus Indianapolis New York San Francisco Upper Saddle River Amsterdam Cape Town Dubai London
More informationHANDBOOK OF CORPORATE FINANCE
HANDBOOK OF CORPORATE FINANCE A business companion to financial markets, decisions & techniques 2nd edition Glen Arnold Financial Times Prentice Hall is an imprint of Harlow, England London New York Boston
More informationVALUATION The Art and Science of Corporate Investment Decisions
VALUATION The Art and Science of Corporate Investment Decisions Second Edition SHERIDAN TITMAN University of Texas at Austin JOHN D. MARTIN Baylor University Prentice Hall Boston Columbus Indianapolis
More informationBUSINESS AND PROFESSIONAL COMMUNICATION
Fifth Edition BUSINESS AND PROFESSIONAL COMMUNICATION PLANS, PROCESSES, AND PERFORMANCE James R. DiSanza Idaho State University Nancy J. Legge Idaho State University Allyn & Bacon Boston Columbus Indianapolis
More information03 The full syllabus. 03 The full syllabus continued. For more information visit www.cimaglobal.com PAPER C03 FUNDAMENTALS OF BUSINESS MATHEMATICS
0 The full syllabus 0 The full syllabus continued PAPER C0 FUNDAMENTALS OF BUSINESS MATHEMATICS Syllabus overview This paper primarily deals with the tools and techniques to understand the mathematics
More informationMATH BOOK OF PROBLEMS SERIES. New from Pearson Custom Publishing!
MATH BOOK OF PROBLEMS SERIES New from Pearson Custom Publishing! The Math Book of Problems Series is a database of math problems for the following courses: Pre-algebra Algebra Pre-calculus Calculus Statistics
More informationbusiness statistics using Excel OXFORD UNIVERSITY PRESS Glyn Davis & Branko Pecar
business statistics using Excel Glyn Davis & Branko Pecar OXFORD UNIVERSITY PRESS Detailed contents Introduction to Microsoft Excel 2003 Overview Learning Objectives 1.1 Introduction to Microsoft Excel
More informationManagement and Cast Accaunting
COLIN DRURY Management and Cast Accaunting Second edition CHAPMAN AND HALL University and Professional Division LONDON. NEW YORK. TOKYO. MELBOURNE. MADRAS Contents Preface XVI Part I: Introduction to Management
More informationPublic Relations in Schools
Public Relations in Schools Fifth Edition Theodore J. Kowalski University of Dayton Boston Columbus Indianapolis New York San Francisco Upper Saddle River Amsterdam Cape Town Dubai London Madrid Milan
More informationOPERATIONS MANAGEMENT
OPERATIONS MANAGEMENT Seventh edition Nigel Slack Alistair Brandon-Jones Robert Johnston PEARSON Harlow, England London New York Boston San Francisco Toronto Sydney Auckland Singapore Hong Kong Tokyo Seoul
More informationInternational Investments
2008 AGI-Information Management Consultants May be used for personal purporses only or by libraries associated to dandelon.com network. International Investments Bruno Solnik H.E.C. SCHOOL of MANAGEMENT
More informationWinning the Hardware-Software Game
Winning the Hardware-Software Game Using Game Theory to Optimize the Pace of New Technology Adoption Ruth D. Fisher PRENTICE Upper Saddle River, NJ Boston Indianapolis San Francisco New York Toronto Montreal
More informationPerformance Management
Third Edition A "2.T4 %4if. Oo$ Performance Management Herman Aguinis Kelley School of Business Indiana University PEARSON Boston Columbus Indianapolis New York San Francisco Upper Saddle River Amsterdam
More informationSixth Edition. Global Edition STRATEGY, FLANNING, AND OPERATION. Sunil Chopra. Kellogg School of Management. Peter Meindl.
Sixth Edition Global Edition SUPPLY CHAIN MANAGEMENT STRATEGY, FLANNING, AND OPERATION Sunil Chopra Kellogg School of Management Peter Meindl Kepos Capital PEARSON Boston Columbus Indianapolis New York
More informationHow To Understand The Software Development Lifecycle
REQUIREMENTS ANALYSIS AND SYSTEM DESIGN third edition LESZEKA. MACIASZEK ADDISON-WESLEY An imprint of Pearson Education Harlow, England London New York Boston San Francisco Toronto Sydney Singapore Hong
More informationSocial Media Marketing
Social Media Marketing Tracy L. Tuten East Carolina University Michael R. Solomon The University of Manchester (U.K.) Saint Josephs University Boston Columbus Indianapolis New York San Francisco Upper
More informationThe definitive companion to investment and the financial markets
The definitive companion to investment and the financial markets Second edition Glen Arnold Financial Times Prentice Hall is an imprint of Harlow, England London New York Boston San Francisco Toronto Sydney
More informationManufacturing Planning and Control for Supply Chain Management
Manufacturing Planning and Control for Supply Chain Management APICS/CPIM Certification Edition F. Robert Jacobs Indiana University William L. Berry The Ohio State University (Emeritus) D.ClayWhybark University
More informationManaging Supply Chain
Managing Supply Chain and OPERATIONS AN INTEGRATIVE APPROACH S. Thomas Foster ' 1 Donald L. StaheLi Professor and Department Chair of Marketing and Gtobäl Süppt/Chärft kl JJ. c L. i r kl.. * fv*p«u # Marriott
More informationPrinciples of Direct, Database. Alan Tapp, Ian Whitten and Matthew Housden
Principles of Direct, Database and Digital Marketing Alan Tapp, Ian Whitten and Matthew Housden PEARSON Harlow, England London New York Boston San Francisco Toronto Sydney Auckland Singapore Hong Kong
More informationCompensating the Sales Force
Compensating the Sales Force A Practical Guide to Designing Winning Sales Reward Programs Second Edition David J. Cichelli Me Graw Hill New York Chicago San Francisco Lisbon London Madrid Mexico City Milan
More informationCAREER DEVELOPMENT INTERVENTIONS IN THE 21 ST CENTURY
CAREER DEVELOPMENT INTERVENTIONS IN THE 21 ST CENTURY FOURTH EDITION SPENCER G. NILES Pennsylvania State University JOANN HARRIS-BOWLSBEY Kuder, Inc., Adel, Iowa PEARSON Boston Columbus Indianapolis New
More informationComputer Organization
Computer Organization and Architecture Designing for Performance Ninth Edition William Stallings International Edition contributions by R. Mohan National Institute of Technology, Tiruchirappalli PEARSON
More informationInstitute of Actuaries of India Subject CT3 Probability and Mathematical Statistics
Institute of Actuaries of India Subject CT3 Probability and Mathematical Statistics For 2015 Examinations Aim The aim of the Probability and Mathematical Statistics subject is to provide a grounding in
More informationCONTEMPORARY HUMAN RESOURCE MANAGEMENT
Third Edition CONTEMPORARY HUMAN RESOURCE MANAGEMENT Text and Cases Tom Redman Adrian Wilkinson F T Prentice Hall FINANCIAL TIMES An imprint of Pearson Education Harlow, England London New York Boston
More informationLAGUARDIA COMMUNITY COLLEGE CITY UNIVERSITY OF NEW YORK DEPARTMENT OF MATHEMATICS, ENGINEERING, AND COMPUTER SCIENCE
LAGUARDIA COMMUNITY COLLEGE CITY UNIVERSITY OF NEW YORK DEPARTMENT OF MATHEMATICS, ENGINEERING, AND COMPUTER SCIENCE MAT 119 STATISTICS AND ELEMENTARY ALGEBRA 5 Lecture Hours, 2 Lab Hours, 3 Credits Pre-
More informationCONTEMPORARY DIRECT & INTERACTIVE MARKETING
SECOND EDITION CONTEMPORARY DIRECT & INTERACTIVE MARKETING Lisa D. Spiller Christopher Newport University Martin Baier Boston Columbus Indianapolis New York San Francisco Upper Saddle River Amsterdam Cape
More informationPRINCIPLES OF INVENTORY AND MATERIALS MANAGEMENT
PRINCIPLES OF INVENTORY AND MATERIALS MANAGEMENT Fourth Edition Richard J. Tersine The University of Oklahoma TEGHNISCHE HOCHSCHULE DARMSTADT Fochbereich 1 Gesonr> 11-. ib I iothek Betiier >wi rtschottsiehre
More informationStatistical Rules of Thumb
Statistical Rules of Thumb Second Edition Gerald van Belle University of Washington Department of Biostatistics and Department of Environmental and Occupational Health Sciences Seattle, WA WILEY AJOHN
More informationThe Crossroads of Accounting & IT
The Crossroads of Accounting & IT Donna Kay, MBA, PhD, CPA, CITP Maryville University of Saint Louis Ali Ovlia, MS, DM Webster University Pearson Boston Columbus- Indianapolis New York San Francisco Upper
More informationR Graphics Cookbook. Chang O'REILLY. Winston. Tokyo. Beijing Cambridge. Farnham Koln Sebastopol
R Graphics Cookbook Winston Chang Beijing Cambridge Farnham Koln Sebastopol O'REILLY Tokyo Table of Contents Preface ix 1. R Basics 1 1.1. Installing a Package 1 1.2. Loading a Package 2 1.3. Loading a
More informationStrategic Management
Sixth Edition Strategic Management Richard Lynch PEARSON Hariow, England London New York Boston San Francisco * Toronto Sydney Auckland Singapore Hong Kong Tokyo Seoul Taipej New Delhi Cape Town Sao Paulo
More informationSERVICES MARKETING PEOPLE, TECHNOLOGY, STRATEGY. Global Edition. Christopher Lovelock. Yale University Jochen Wirtz National University of Singapore
Seventh Edition SERVICES MARKETING PEOPLE, TECHNOLOGY, STRATEGY Global Edition Christopher Lovelock Yale University Jochen Wirtz National University of Singapore Boston Columbus Indianapolis New York San
More informationA Correlation of. to the. South Carolina Data Analysis and Probability Standards
A Correlation of to the South Carolina Data Analysis and Probability Standards INTRODUCTION This document demonstrates how Stats in Your World 2012 meets the indicators of the South Carolina Academic Standards
More informationThe Data Access Handbook
The Data Access Handbook Achieving Optimal Database Application Performance and Scalability John Goodson and Robert A. Steward PRENTICE HALL Upper Saddle River, NJ Boston Indianapolis San Francisco New
More informationQuantitative Methods for Finance
Quantitative Methods for Finance Module 1: The Time Value of Money 1 Learning how to interpret interest rates as required rates of return, discount rates, or opportunity costs. 2 Learning how to explain
More informationApplied Regression Analysis and Other Multivariable Methods
THIRD EDITION Applied Regression Analysis and Other Multivariable Methods David G. Kleinbaum Emory University Lawrence L. Kupper University of North Carolina, Chapel Hill Keith E. Muller University of
More informationPMP Project Management Professional Study Guide, Third Edition
PMP Project Management Professional Study Guide, Third Edition Joseph Phillips McGraw-Hill is an independent entity from the Project Management Institute, Inc. and is not affiliated with the Project Management
More informationBUSINESS INTELLIGENCE
SECOND EDITION BUSINESS INTELLIGENCE A MANAGERIAL APPROACH INTERNATIONAL EDITION Efraim Turban University of Hawaii Ramesh Sharda Oklahoma State University Dursun Deleii Oklahoma State University David
More informationNumerical Methods for Engineers
Steven C. Chapra Berger Chair in Computing and Engineering Tufts University RaymondP. Canale Professor Emeritus of Civil Engineering University of Michigan Numerical Methods for Engineers With Software
More informationBusiness Statistics. Successful completion of Introductory and/or Intermediate Algebra courses is recommended before taking Business Statistics.
Business Course Text Bowerman, Bruce L., Richard T. O'Connell, J. B. Orris, and Dawn C. Porter. Essentials of Business, 2nd edition, McGraw-Hill/Irwin, 2008, ISBN: 978-0-07-331988-9. Required Computing
More informationSoftware and Hardware Solutions for Accurate Data and Profitable Operations. Miguel J. Donald J. Chmielewski Contributor. DuyQuang Nguyen Tanth
Smart Process Plants Software and Hardware Solutions for Accurate Data and Profitable Operations Miguel J. Bagajewicz, Ph.D. University of Oklahoma Donald J. Chmielewski Contributor DuyQuang Nguyen Tanth
More informationThe Process. Improvement. Handbook. A Blueprint for Managing Change and. Increasing Organizational Performance. Tristan Boutros.
The Process Improvement Handbook A Blueprint for Managing Change and Increasing Organizational Performance Tristan Boutros Tim Purdie Illustrations by Dustin Duffy Mc Graw Hill Education New York Chicago
More informationMaterials Management and Inventory Systems
Materials Management and Inventory Systems Richard J.Tersine Old Dominion University 'C & North-Holland PUBLISHING COMPANY NEW YORK AMSTERDAM Contents Preface Chapter 1 INTRODUCTION 1 Inventory 4 Types
More informationRisk Analysis and the Security Survey
Risk Analysis and the Security Survey Fourth Edition James F. Broder Eugene Tucker ELSEVIER AMSTERDAM BOSTON HEIDELBERG LONDON NEWYORK OXFORD PARIS SAN DIEGO SAN FRANCISCO SINGAPORE SYDNEY TOKYO Butterworth-Heinemann
More informationA spreadsheet Approach to Business Quantitative Methods
A spreadsheet Approach to Business Quantitative Methods by John Flaherty Ric Lombardo Paul Morgan Basil desilva David Wilson with contributions by: William McCluskey Richard Borst Lloyd Williams Hugh Williams
More informationEducation & Training Plan Accounting Math Professional Certificate Program with Externship
University of Texas at El Paso Professional and Public Programs 500 W. University Kelly Hall Ste. 212 & 214 El Paso, TX 79968 http://www.ppp.utep.edu/ Contact: Sylvia Monsisvais 915-747-7578 samonsisvais@utep.edu
More informationProduction and Operations. Management Systems
Production and Operations Management Systems Sushil Gupta and Martin Starr CRC Press Taylor & Francis Croup Boca Raton London New York CRC Press is an imprint of the Taylor & Francis Group, an informa
More informationDiagrams and Graphs of Statistical Data
Diagrams and Graphs of Statistical Data One of the most effective and interesting alternative way in which a statistical data may be presented is through diagrams and graphs. There are several ways in
More informationGlencoe. correlated to SOUTH CAROLINA MATH CURRICULUM STANDARDS GRADE 6 3-3, 5-8 8-4, 8-7 1-6, 4-9
Glencoe correlated to SOUTH CAROLINA MATH CURRICULUM STANDARDS GRADE 6 STANDARDS 6-8 Number and Operations (NO) Standard I. Understand numbers, ways of representing numbers, relationships among numbers,
More informationEducation & Training Plan. Accounting Math Professional Certificate Program with Externship
Office of Professional & Continuing Education 301 OD Smith Hall Auburn, AL 36849 http://www.auburn.edu/mycaa Contact: Shavon Williams 334-844-3108; szw0063@auburn.edu Auburn University is an equal opportunity
More informationCRYPTOGRAPHY AND NETWORK SECURITY
CRYPTOGRAPHY AND NETWORK SECURITY PRINCIPLES AND PRACTICE SIXTH EDITION William Stallings International Edition contributions by Mohit P Tahiliani NITK Surathkal PEARSON Boston Columbus Indianapolis New
More informationNetwork Security Essentials:
Network Security Essentials: Applications and Standards Fifth Edition William Stallings International Editions contributions by B. R. Chandavarkar National Institute of Technology Karnataka, Surathkal
More informationCounseling the Alcohol and Drug Dependent Client
Instructor s Manual and Test Items for Counseling the Alcohol and Drug Dependent Client Robert J. Craig West Side VA Medical Center, Chicago And Illinois School of Professional Psychology Boston New York
More informationLean Supply Chain and Logistics Management
Lean Supply Chain and Logistics Management Paul Myerson Me Grauu Hill New York Chicago San Francisco Lisbon London Madrid Mexico City Milan New Delhi San Juan Seoul Singapore Sydney Toronto CONTENTS CHAPTER
More informationEXCEL SPREADSHEET MANUAL
EXCEL SPREADSHEET MANUAL to accompany MATHEMATICS WITH APPLICATIONS, EIGHTH EDITION and MATHEMATICS WITH APPLICATIONS, FINITE VERSION, EIGHTH EDITION LIAL HUNGERFORD Paula Grafton Young Salem College J.
More informationQuantitative Analysis for Marketing Management
Quantitative Analysis for Marketing Management WILLIAM R. KING. Associate Professor Graduate School of Business University of Pittsburgh TECHNISCHE HOCMSCHUtE /\K. INSTlii:! K'!-: BETRIEBSWirC.iCi iar(sl6hre
More informationCourse Text. Required Computing Software. Course Description. Course Objectives. StraighterLine. Business Statistics
Course Text Business Statistics Lind, Douglas A., Marchal, William A. and Samuel A. Wathen. Basic Statistics for Business and Economics, 7th edition, McGraw-Hill/Irwin, 2010, ISBN: 9780077384470 [This
More informationENTERPRISE SYSTEMS FOR MANAGEMENT
I I Second Edition ENTERPRISE SYSTEMS FOR MANAGEMENT Luvai F. Motiwalla University of Massachusetts Lowell and Jeff Thompson Oracle Consulting PEARSON Boston Columbus Indianapolis New York San Francisco
More informationMTH 140 Statistics Videos
MTH 140 Statistics Videos Chapter 1 Picturing Distributions with Graphs Individuals and Variables Categorical Variables: Pie Charts and Bar Graphs Categorical Variables: Pie Charts and Bar Graphs Quantitative
More informationBusiness Statistics MBA 2010. Course Outline
Business Statistics MBA 2010 Course Outline Lecturer: Catalina Stefanescu A305, ext 8846, cstefanescu@london.edu Secretary: Kate Pelling S347, ext 8844, kpelling@london.edu Overview The objective of this
More informationIntroducing the Loan Pool Specific Factor in CreditManager
Technical Note Introducing the Loan Pool Specific Factor in CreditManager A New Tool for Decorrelating Loan Pools Driven by the Same Market Factor Attila Agod, András Bohák, Tamás Mátrai Attila.Agod@ Andras.Bohak@
More information430 Statistics and Financial Mathematics for Business
Prescription: 430 Statistics and Financial Mathematics for Business Elective prescription Level 4 Credit 20 Version 2 Aim Students will be able to summarise, analyse, interpret and present data, make predictions
More informationPROJECT MANAGEMENT PROFESSIONAL CERTIFIED ASSOCIATE IN PROJECT MANAGEMENT (PMP & CAPM) EXAM PREPARATION WORKSHOP
TSE015 PROJECT MANAGEMENT PROFESSIONAL CERTIFIED ASSOCIATE IN PROJECT MANAGEMENT (PMP & CAPM) EXAM PREPARATION WORKSHOP Course Outline I. Introduction and Course Objectives A. About PMI B. PMP and CAPM
More informationSummarizing and Displaying Categorical Data
Summarizing and Displaying Categorical Data Categorical data can be summarized in a frequency distribution which counts the number of cases, or frequency, that fall into each category, or a relative frequency
More informationFairfield Public Schools
Mathematics Fairfield Public Schools AP Statistics AP Statistics BOE Approved 04/08/2014 1 AP STATISTICS Critical Areas of Focus AP Statistics is a rigorous course that offers advanced students an opportunity
More informationBuilding. Applications. in the Cloud. Concepts, Patterns, and Projects. AAddison-Wesley. Christopher M. Mo^ar. Cape Town Sydney.
Building Applications in the Cloud Concepts, Patterns, and Projects Christopher M. Mo^ar Upper Saddle River, NJ Boston AAddison-Wesley New York 'Toronto Montreal London Munich Indianapolis San Francisco
More informationMARKETING. Elnora W.!b II Ufluu 1 UNIVERSITY OF SOUTH CAROLINA UPSTATE. Michael R. SAINT JOSEPH'S UNIVERSITY. Greg W.
MARKETING Michael R. SAINT JOSEPH'S UNIVERSITY Greg W. ROLLINS GOLLEGE THE Elnora W.!b II Ufluu 1 UNIVERSITY OF SOUTH CAROLINA UPSTATE Prentice Hall Boston Columbus Indianapolis New York San Francisco
More informationIntroduction to Financial Models for Management and Planning
CHAPMAN &HALL/CRC FINANCE SERIES Introduction to Financial Models for Management and Planning James R. Morris University of Colorado, Denver U. S. A. John P. Daley University of Colorado, Denver U. S.
More informationSocial Work, Social Welfare, and American Society
Social Work, Social Welfare, and American Society Philip R. Popple University of Texas at Arlington Leslie Leighninger Arizona State University Allyn & Bacon Boston Columbus Indianapolis New York San Francisco
More informationGRADES 7, 8, AND 9 BIG IDEAS
Table 1: Strand A: BIG IDEAS: MATH: NUMBER Introduce perfect squares, square roots, and all applications Introduce rational numbers (positive and negative) Introduce the meaning of negative exponents for
More informationBIRT: A Field Guide to Reporting
BIRT: A Field Guide to Reporting x:.-. ^ 11 Diana Peh Alethea Hannemann Nola Hague AAddison-Wesley Upper Saddle River, NJ Boston Indianapolis San Francisco New York Toronto Montreal London Munich Parts
More informationTHE CERTIFIED SIX SIGMA BLACK BELT HANDBOOK
THE CERTIFIED SIX SIGMA BLACK BELT HANDBOOK SECOND EDITION T. M. Kubiak Donald W. Benbow ASQ Quality Press Milwaukee, Wisconsin Table of Contents list of Figures and Tables Preface to the Second Edition
More information