
Teaching Statistics
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Content
- 1: Introduction
- Introductory probability and statistics
- 2: First week of class
- 3: Descriptive statistics
- 4: Statistical graphics
- 5: Linear regression and correlation
- 6: Data collection
- 7: Statistical literacy and the news media
- 8: Probability
- 9: Statistical inference
- 10: Multiple regression and nonlinear models
- 11: Lying with statistics
- Putting it all together
- 12: How to do it
- 13: Structuring an introductory statistics course
- 14: Teaching statistics to social scientists
- 15: Statistics diaries
- 16: A course in statistical communication and graphics
- More advanced courses
- 17: Decision theory and Bayesian statistics
- 18: Student activities in survey sampling
- 19: Problems and projects in probability
- 20: Directed projects in a mathematical statistics course
- 21: Statistical thinking in a data science course
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