CRAN/E | CondIndTests

CondIndTests

Nonlinear Conditional Independence Tests

Installation

About

Code for a variety of nonlinear conditional independence tests: Kernel conditional independence test (Zhang et al., UAI 2011, ), Residual Prediction test (based on Shah and Buehlmann, ), Invariant environment prediction, Invariant target prediction, Invariant residual distribution test, Invariant conditional quantile prediction (all from Heinze-Deml et al., ).

Citation CondIndTests citation info
github.com/christinaheinze/nonlinearICP-and-CondIndTests
Bug report File report

Key Metrics

Version 0.1.5
R ≥ 3.1.0
Published 2019-11-12 1618 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks CondIndTests results

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Maintainer

Maintainer

Christina Heinze-Deml

heinzedeml@stat.math.ethz.ch

Authors

Christina Heinze-Deml
Jonas Peters
Asbjoern Marco Sinius Munk

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

CondIndTests archive

Depends

R ≥ 3.1.0

Imports

methods
randomForest
quantregForest
lawstat
RPtests
caTools
mgcv
MASS
kernlab
pracma
mize

Suggests

testthat

Reverse Imports

nonlinearICP