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COVID-19 Response at Fishpond

The Basic Practice of Statistics
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PART I: EXPLORING DATA.- 0. Getting Started.- 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 Data Production to Inference: Part III Review. PART IV: INFERENCE ABOUT VARIABLES. 20. Inference about a Population Mean.- 21. Comparing Two Means.- 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. Multiple Regression.- 30. More about Analysis of Variance.- 31. Statistical Process Control.- 32. Resampling: Permutation Tests and the Bootstrap.