prototest: Inference on Prototypes from Clusters of Features
Version 1.1

Procedures for testing for group-wide signal in clusters of variables. Tests can be performed for single groups in isolation (univariate) or multiple groups together (multivariate). Specific tests include the exact and approximate (un)selective likelihood ratio tests described in Reid et al (2015), the selective F test and marginal screening prototype test of Reid and Tibshirani (2015). User may pre-specify columns to be included in prototype formation, or allow the function to select them itself. A mixture of these two is also possible. Any variable selection is accounted for using the selective inference framework. Options for non-sampling and hit-and-run null reference distributions.

Package details

AuthorStephen Reid
Date of publication2016-04-19 08:59:44
MaintainerStephen Reid <[email protected]>
LicenseGPL (>= 2)
Version1.1
URL http://arxiv.org/abs/1511.07839
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("prototest")

Try the prototest package in your browser

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

prototest documentation built on May 29, 2017, 6:46 p.m.