MarcusFra/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.

Chapter 4

• How Normality arises
• Linear Models
• Polynomial 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