0 Getting Started

Part I Exploring Data

1. Picturing Distributions with Graphs

2. Describing Distributions with Numbers

3. The Normal Distributions

4. Scatterplots and Correlation

5. Regression

6. Two-Way Tables*

7. Exploring Data: Part I Review

Part II Producing Data

8. Producing Data: Sampling

9. Producing Data: Experiments

10. Data Ethics*

11. Producing Data: Part II Review

Part III From Data Production to Inference

12. Introducing Probability

13. General Rules of Probability*

14. Binomial Distributions*

15. Sampling Distributions

16. Confidence Intervals: The Basics

17 Tests of Significance: The Basics

18. Inference in Practice

19. From Exploration to Inference: Part II Review

Part IV Inference About Variables

20. Inference about a Population Mean

21. Two-Sample Problems

22. Inference about a Population Proportion

23. Comparing Two Proportions

24. Inference about Variables: Part IV Review

Part V Inference About Relationships

25. Two Categorical Variables: The Chi-Square Test

26. Inference for Regression

27. One-Way Analysis of Variance: Comparing Several Means

Part VI Optional Companion Chapters (available online)

28. Nonparametric Tests

29. Statistical Process Control

30. Multiple Regression

31. More about Analysis of Variance