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Github Repo for Approaches for Quantifying the ICC in Multilevel Logistic Models: A Didactic Demonstration

This repo contains the R code demonstrating the concepts discussed in the tutorial, as well as example data from Bogdanov et al., 2021.

  • main.R contains the all the R code used in the main text (Code boxes, figures, etc.)
  • fx.R contains custom code to compute ICCs on fitted models, as well as conduct bootstrapping procedure
  • supplement.pdf synthesizes the information in main.R and fx.R into an easily readable document that can be used to reproduce the code described in the tutorial. In general, this document can be used as a "helper" to reproduce the functions and code boxes in the main tutorial, without as much of the theoretical description of the concepts.
  • Bogdanovetal2021 contains the raw data from the DST, as found in the original OSF repo.
  • README.md is this document.

For any questions, please contact seandamiandevine@gmail.com

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