Frontmatter

Kapitel in diesem Buch

1. Frontmatter i
2. Contents vii
3. Preface ix
4. Acknowledgments xiii
5. Chapter 1: Data Analysis and Business 1
6. Chapter 2: Framing Analytical Questions 15
7. Chapter 3: Data Preparation 35
8. Chapter 4: The Analysis Tools 59
9. Chapter 5: Descriptive Statistics 79
10. Chapter 6: Histograms 113
11. Chapter 7: Pareto Analysis 133
12. Chapter 8: Scatterplots 165
13. Chapter 9: Correlation and Linear Regression 189
14. Chapter 10: Multivariate Regression 213
15. Chapter 11: Forecasting and Time Series 235
16. Chapter 12: Inferential Statistics 269
17. Chapter 13: Contingency Analysis 299
18. Chapter 14: A/B Testing 335
19. Chapter 15: Text Analytics 353
20. Chapter 16: Analyzing Large Datasets 371
21. Chapter 17: Data Visualization 383
22. Chapter 18: Summary of Data Analysis Techniques 409
23. Appendix: Data Sources 413
24. Index 415