hannesrosenbusch/StatBreak: Examine robustness of sample statistics to case deletions

Through this package, researchers can conduct easy and insightful robustness tests. Generally, the provided function 'study_break' answers the question: How few and which cases would need to be deleted for a substantial change in the sample statistic? The underlying algorithm searches the space of possible subsamples through genetic evolution. Most code for implementing the generic genetic algorithm code was copied and modified from the general purpose package 'genalg' by Egon Willighagen and Michel Ballings (currently not maintained).

Getting started

Package details

AuthorHannes Rosenbusch
MaintainerHannes Rosenbusch <[email protected]>
LicenseEverybody is free to use and distribute the code if they cite the original.
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("hannesrosenbusch/StatBreak")
hannesrosenbusch/StatBreak documentation built on Dec. 12, 2019, 3:26 a.m.