CRAN/E | RPtests

RPtests

Goodness of Fit Tests for High-Dimensional Linear Regression Models

Installation

About

Performs goodness of fits tests for both high and low-dimensional linear models. It can test for a variety of model misspecifications including nonlinearity and heteroscedasticity. In addition one can test the significance of potentially large groups of variables, and also produce p-values for the significance of individual variables in high-dimensional linear regression.

rss.onlinelibrary.wiley.com/doi/10.1111/rssb.12234

Key Metrics

Version 0.1.5
Published 2021-07-10 1033 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks RPtests results

Downloads

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Maintainer

Maintainer

Rajen Shah

r.shah@statslab.cam.ac.uk

Authors

Rajen Shah

aut / cre

Peter Buhlmann

aut

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

RPtests archive

Imports

glmnet
parallel
randomForest
Rcpp
stats

LinkingTo

Rcpp

Reverse Imports

CondIndTests

Reverse Suggests

knockoff