CRAN/E | prototest

prototest

Inference on Prototypes from Clusters of Features

Installation

About

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.

arxiv.org/abs/1511.07839

Key Metrics

Version 1.2
Published 2019-02-03 1880 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks prototest results

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Maintainer

Maintainer

Stephen Reid

sreid1652@gmail.com

Authors

Stephen Reid

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

prototest archive

Depends

intervals
MASS
glmnet

Imports

Rcpp ≥ 0.12.1

LinkingTo

Rcpp
RcppArmadillo