InvariantCausalPrediction: Invariant Causal Prediction
Version 0.6-1

Confidence intervals for causal effects, using data collected in different experimental or environmental conditions. Hidden variables can be included in the model with a more experimental version.

Browse man pages Browse package API and functions Browse package files

AuthorNicolai Meinshausen
Date of publication2016-05-02 14:04:03
MaintainerNicolai Meinshausen <meinshausen@stat.math.ethz.ch>
LicenseGPL
Version0.6-1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("InvariantCausalPrediction")

Man pages

hiddenICP: Invariant Causal Prediction with hidden variables
ICP: Invariant Causal Prediction
InvariantCausalPrediction-package: Invariant causal prediction
plot.InvariantCausalPrediction: Plots of "InvariantCausalPrediction" objects
summary.InvariantCausalPrediction: Summary of "InvariantCausalPrediction" objects

Functions

ICP Man page Source code
InvariantCausalPrediction Man page
InvariantCausalPrediction-package Man page
getblanketall Source code
getblanketboosting Source code
getblanketlasso Source code
getblanketstability Source code
getpval Source code
getpvalClassif Source code
hiddenICP Man page Source code
plot.InvariantCausalPrediction Man page Source code
print.InvariantCausalPrediction Source code
print.hiddenInvariantCausalPrediction Source code
pvalfunc Source code
selLmBoost Source code
summary.InvariantCausalPrediction Man page Source code
train_LMboost Source code

Files

NAMESPACE
R
R/print.hiddenInvariantCausalPrediction.R
R/getpvalClassif.R
R/hiddenICP.R
R/getblanketstability.R
R/getblanketboosting.R
R/summary.InvariantCausalPrediction.R
R/print.InvariantCausalPrediction.R
R/ICP.R
R/getpval.R
R/pvalfunc.R
R/getblanketall.R
R/getblanketlasso.R
R/plot.InvariantCausalPrediction.R
MD5
DESCRIPTION
man
man/ICP.Rd
man/plot.InvariantCausalPrediction.Rd
man/hiddenICP.Rd
man/InvariantCausalPrediction-package.Rd
man/summary.InvariantCausalPrediction.Rd
InvariantCausalPrediction documentation built on May 19, 2017, 7 p.m.