Stats Modeling the World

I. EXPLORING AND UNDERSTANDING DATA. 1. Stats Starts Here. 2. Data. 3. The Standard Deviation as Ruler and the Normal Model. II EXPLORING RELATIONSHIPS BETWEEN VARIABLES. 4. Scatterplots, Association, and Correlation. 5. Regression Wisdom. 6. Re-expressing Data: It's Easier Than You Think. III. GATHERING DATA. 7. Understanding Randomness. 8. Sample Surveys. 9. Experiments. IV. RANDOMNESS AND PROBABILITY. 10. From Randomness to Probability. 11. Probability Rules! 12. Random Variables. 13. Probability Models. V. FROM THE DATA AT HAND TO THE WORLD AT LARGE. 14. Sampling Distribution Models. 15. Confidence Intervals for Proportions. 16. Testing Hypotheses About Proportions. 17. More About Tests. 18. Comparing Two Proportions. VI. LEARNING ABOUT THE WORLD. 19. Inferences About Means. 20. Comparing Means. 21. Paired Samples and Blocks. VII. INFERENCE WHEN VARIABLES ARE RELATED. 22. Comparing Counts. 23. Inferences for Regression. 24. Analysis of Variance (on CD). 25. Multiple Regression (on CD).Bock, David is the author of 'Stats Modeling the World', published 2003 under ISBN 9780321267436 and ISBN 0321267435.