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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

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RegressionAndOtherStories (last edited 2025-07-24 16:08:46 by DominicRicottone)