randomizationInference: Flexible Randomization-Based Inference

Allows the user to conduct randomization-based inference for a wide variety of experimental scenarios. The package leverages a potential outcomes framework to output randomization-based p-values and null intervals for test statistics geared toward any estimands of interest, according to the specified null and alternative hypotheses. Users can define custom randomization schemes so that the randomization distributions are accurate for their experimental settings. The package also creates visualizations of randomization distributions and can test multiple test statistics simultaneously.

Package details

AuthorJoseph J. Lee and Tirthankar Dasgupta
MaintainerJoseph J. Lee <joseph.j.lee@post.harvard.edu>
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the randomizationInference package in your browser

Any scripts or data that you put into this service are public.

randomizationInference documentation built on May 2, 2019, 4:19 a.m.