Learn R Programming

⚠️There's a newer version (0.1-1) of this package.Take me there.

comets (version 0.1-0)

Covariance Measure Tests for Conditional Independence

Description

Covariance measure tests for conditional independence testing against conditional covariance and nonlinear conditional mean alternatives. Contains versions of the generalised covariance measure test (Shah and Peters, 2020, ) and projected covariance measure test (Lundborg et al., 2023, ). Applications can be found in Kook and Lundborg (2024, ).

Copy Link

Version

Install

install.packages('comets')

Monthly Downloads

204

Version

0.1-0

License

GPL-3

Issues

Pull Requests

Stars

Forks

Maintainer

Lucas Kook

Last Published

December 6th, 2024

Functions in comets (0.1-0)

pcm

Projected covariance measure test for conditional mean independence
gcm

Generalised covariance measure test
plm_equiv_test

Equivalence test for the parameter in a partially linear model
plot.gcm

Plotting methods for COMETs
wgcm

Weighted Generalised covariance measure test
rgcm

GCM test with pre-computed residuals
rf

Implemented regression methods
comet

Covariance measure tests with formula interface