Regression and Other Stories
Regression and Other Stories was written by Andrew Gelman, Jennifer Hill, and Aki Vehtari in 2020. It is also published online, with restrictions, at https://avehtari.github.io/ROS-Examples/.
Notes for Reference
Chapter 12 contains a discussion of:
- standardization of predictors
- centering of predictors
- logarithmic transformations of predictors
- square root transformations of predictors
- idiosyncratic transformations of predictors
- binning continuous predictors into indicators