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RPtests

Goodness of Fit Tests for High-Dimensional Linear Regression Models

v0.1.5 · Jul 10, 2021 · GPL (>= 2)

Description

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.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (2)

imports

suggests

Dependency Network

Dependencies Reverse dependencies glmnet randomForest Rcpp CondIndTests knockoff RPtests

Version History

new 0.1.5 Mar 10, 2026
updated 0.1.5 ← 0.1.4 diff Jul 9, 2021
updated 0.1.4 ← 0.1.3 diff Apr 2, 2017
updated 0.1.3 ← 0.1.2 diff Jan 26, 2017
updated 0.1.2 ← 0.1.1 diff Nov 6, 2016
updated 0.1.1 ← 0.1.0 diff Oct 3, 2016
new 0.1.0 Jun 19, 2016