Contents

Chapters in this book

1. Frontmatter i
2. Contents vii
3. Preface xiii
4. Chapter 1 Shaping and Cleaning Data 1
5. Chapter 2 Installing the Analysis ToolPak 9
6. Chapter 3 Descriptive Statistics 15
7. Chapter 4 Histograms 31
8. Chapter 5 Pareto Analysis 39
9. Chapter 6 Scatter Plots 51
10. Chapter 7 Correlation and Linear Regression 61
11. Chapter 8 Multivariate Regression 69
12. Chapter 9 Forecasting and Time Series 77
13. Chapter 10 Inferential Statistics 91
14. Chapter 11 Contingency Analysis 101
15. Chapter 12 A/B Testing 111
16. Chapter 13 Text Analytics 121
17. Chapter 14 Analyzing Big Data Sets 131
18. Chapter 15 Data Visualization 141
19. Chapter 16 Summary of Analysis Techniques 157
20. Index 163