Practical Business Analytics Using SAS: A Hands-on Guide

✍ Scribed by Venkat Reddy Konasani, Shailendra Kadre (auth.)

• Publisher: Apress
• Year: 2015
• Tongue: English
• Leaves: 565
• Category: Library

✦ Table of Contents

Front Matter....Pages i-xxvii
Front Matter....Pages 1-1
Introduction to Business Analytics and Data Analysis Tools....Pages 3-28
SAS Introduction....Pages 29-54
Data Handling Using SAS....Pages 55-93
Important SAS Functions and Procs....Pages 95-143
Front Matter....Pages 145-145
Introduction to Statistical Analysis....Pages 147-164
Basic Descriptive Statistics and Reporting in SAS....Pages 165-196
Data Exploration, Validation, and Data Sanitization....Pages 197-259
Testing of Hypothesis....Pages 261-293
Correlation and Linear Regression....Pages 295-349
Multiple Regression Analysis....Pages 351-399
Logistic Regression....Pages 401-440
Time-Series Analysis and Forecasting....Pages 441-507
Introducing Big Data Analytics....Pages 509-540
Back Matter....Pages 541-548

✦ Subjects

Data Mining and Knowledge Discovery