k-plus anticlustering

This repository contains materials for the manuscript

Papenberg, M. (2023). K-plus Anticlustering: An Improved k-means Criterion for Maximizing Between-Group Similarity. British Journal of Mathematical and Statistical Psychology. Advance online publication. https://doi.org/10.1111/bmsp.12315

The preprint of the manuscript is available from the PsyArXiv preprint server: https://psyarxiv.com/7jw6v.

• The file "paper.Rmd" is the R-Markdown file which renders the manuscript. To reproduce the manuscript...
  • ... ensure that the packages that are loaded in the first R code chunk are installed (in particular, use the development version of papaja to render it in APA 7th ed. style)
  • ... use rmarkdown::render("paper.Rmd") in the R console or the Knit button in the RStudio IDE
• The Rmd file paper.Rmd contains all required code to reproduce the anticlustering examples in the paper
• The directories ./Simulation_1 and ./Simulation_2 contain the code and all information needed to to reproduce the simulation studies reported in the manuscript