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Book Description

This book presents key concepts related to quantitative analysis in business.

Business analytics has grown to be a key topic in business curricula, and there is a need for stronger quantitative skills and understanding of fundamental concepts.

This book is aimed at business students, undergraduate and graduate, taking an introductory core course. Topics covered include knowledge management, visualization, sampling and hypothesis testing, regression (simple, multiple, and logistic), as well as optimization modeling. It concludes with a brief overview of data mining. Concepts are demonstrated with worked examples.

Table of Contents

  1. Cover
  2. Half-title Page
  3. Title Page
  4. Copyright
  5. Contents
  6. Chapter 1 Business Analytics
  7. Chapter 2 Visualization
  8. Chapter 3 Sampling
  9. Chapter 4 Hypothesis Testing
  10. Chapter 5 Linear Regression
  11. Chapter 6 Multiple Regression
  12. Chapter 7 Logistic Regression
  13. Chapter 8 Linear Programming
  14. Chapter 9 Business Analytic Modeling Tools
  15. References
  16. About the Author
  17. Index
  18. Backcover