corriebar/Statistical-Rethinking

Code and Exercises for the book by Richard McElreath

Statistical Rethinking

These are code snippets, plots and my solutions to some of the exercises of the book "Statistical Rethinking" by Richard McElreath.

I am currently updating code snippets and exercise solution to follow the second version of the book. Solutions to old exercises can still be found on an old branch.

Chapter 2

• Exercises

Chapter 3

• Exercises

Chapter 4

• Why everthing so normal
• First Linear Predictions
• Curvy Regression
• Exercises

Chapter 5

• Spurious Associations
• Masked Relationships
• When adding variables hurt
• Categorical Variables
• Ordinary Least Squares
• Exercises

Chapter 6

• Overfitting
• Information Theory and Model Performance
• Using Information Criteria
• Exercises

Chapter 7

• Interactions
• Exercises

Chapter 8

• MCMC
• Exercises

Chapter 10

• Binomial Regression
• Poisson Regression
• Other Count Regressions
• Exercises