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Gelman has also blogged about

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

CategoryRicottone CategoryTodoRead

RegressionAndOtherStories (last edited 2025-06-17 02:43:27 by DominicRicottone)