Practical Business Analytics Using SAS

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Contents at a Glance
About the Authors ...................................................................................................xix
Acknowledgments ..................................................................................................xxi
Preface .................................................................................................................xxiii
■■Part 1: Basics of SAS Programming for Analytics .............................. 1
■■Chapter 1: Introduction to Business Analytics and Data Analysis Tools ............... 3
■■Chapter 2: SAS Introduction ................................................................................ 29
■■Chapter 3: Data Handling Using SAS ................................................................... 55
■■Chapter 4: Important SAS Functions and Procs .................................................. 95
■■Part 2: Using SAS for Business Analytics ....................................... 145
■■Chapter 5: Introduction to Statistical Analysis ................................................ 147
■■Chapter 6: Basic Descriptive Statistics and Reporting in SAS .......................... 165
■■Chapter 7: Data Exploration, Validation, and Data Sanitization ........................ 197
■■Chapter 8: Testing of Hypothesis ....................................................................... 261
■■Chapter 9: Correlation and Linear Regression .................................................. 295
■■Chapter 10: Multiple Regression Analysis ........................................................ 351
■■Chapter 11: Logistic Regression ....................................................................... 401
■■Chapter 12: Time-Series Analysis and Forecasting .......................................... 441
■■Chapter 13: Introducing Big Data Analytics ...................................................... 509
Index ..................................................................................................................... 541

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