Stats Data and Models

I. Exploring and Understanding Data 1. Stats Starts Here 2. Data 3. Displaying Categorical Data 4. Displaying Quantitative Data 5. Describing Distributions Numerically 6. The Standard Deviation as a Ruler and the Normal Model II. Exploring Relationships between Variables 7. Scatterplots, Association, and Correlation 8. Linear Regression 9. Regression Wisdom 10. Re-Expressing Data: It's easier than you think III. Gathering Data 11. Understanding Randomness 12. Sample Surveys 13. Experiments IV. Randomness and Probability 14. From Randomness to Probability 15. Probability Rules! 16. Random Variables 17. Probability Models V. From The Data at Hand to the World at Large 18. Sampling Distribution Models 19. Confidence Intervals for Proportions 20. Testing Hypotheses about Proportions 21. More About Tests 22. Comparing Two Proportions VI. Learning About the World 23. Inferences About Means 24. Comparing Means 25. Paired Samples and Blocks 26. Comparing Counts VII. Modeling the World 27. Inferences for Regression 28. Analysis of Variance 29. Two Way Analysis of Variance 30. Multiple Regression 31. Multiple Regression WisdomVelleman, Paul F. is the author of 'Stats Data and Models', published 2004 under ISBN 9780321200549 and ISBN 0321200543.