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Book Description

More and more organizations around the globe are expecting that professionals will make data-driven decisions. Employees, team leaders, managers, and executives that can think quantitatively should be in high demand. The goal of this book is to increase ability to identify a problem, collect data, organize, and analyze data that will help aid in making more effective decisions. This book will provide you with a solid foundation for thinking quantitatively within your company. To help facilitate this objective, this book follows two fictitious companies that encounter a series of business problems, while demonstrating how managers would use the concepts in the book to solve these problems and determine the next course of action. This book is for beginners and does not require prior statistical training. All computations will be completed using Microsoft Excel.

Table of Contents

  1. Cover
  2. Title
  3. Copyright
  4. Abstract
  5. Contents
  6. Chapter 1: Statistics and Statistical Software
  7. Chapter 2: Data Visualization
  8. Chapter 3: Numerical Data Summary
  9. Chapter 4: Probability Theory
  10. Chapter 5: Estimation
  11. Chapter 6: Hypothesis Testing
  12. Chapter 7: Association Between Categorical Variables
  13. Chapter 8: Linear Regression
  14. Chapter: 9 Analysis of Variance
  15. Index
  16. Adpage
  17. Backcover