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Synthetic data with mice

This repository contains the full publication archive for the publication Anonymiced Shareable Data: Using mice to Create and Analyze Multiply Imputed Synthetic Datasets by Thom Volker and Gerko Vink, and then some.

  • The folder mice_synthesizing contains the simulation studies of interest, and includes a ReadMe file of its own, to guide the reader through any work produced in this folder.
  • The synthpop_synthesizing folders contains a number of files related to simulations concerning synthesizing data with synthpop, but these are not of interest in the current project anymore.
  • The folder gerko contains some files that are used to assess how to obtain confidence valid variance estimates from bootstrapped data.