Statistics in R: Resources for Understanding Statistics in R

This is a collections of resources that have helped me learn and understand statistics in R.

Books and General Resources

• Learning Statistics with R

Regression

• Fitting & Interpreting Linear Models in R - includes a great table for interpreting the summary() output of lm models.
• Linear, Ridge and Lasso Regression in Python and R.
• Noam Ross's GAM course with the mgcv package