See the excerpt from Chapter 4 for a preview of the linear models topics covered in the book.
Notebooks¶
Each notebook contains the code examples from one section of the book. If you’re reading the book, you should follow along by running the commands in the these notebooks, to check all the probability calculations for yourself.
Simple linear regression 41
_simple _linear _regression .ipynb Multiple linear regression 42
_multiple _linear _regression .ipynb Interpreting linear models 43
_interpreting _linear _models .ipynb Regression with categorical predictors 44
_regression _with _categorical _predictors .ipynb Causal inference using linear models 45
_causal _inference .ipynb Generalized linear models 46
_generalized _linear _models .ipynb