party: A Laboratory for Recursive Partytioning

A computational toolbox for recursive partitioning. The core of the package is ctree(), an implementation of conditional inference trees which embed tree-structured regression models into a well defined theory of conditional inference procedures. This non-parametric class of regression trees is applicable to all kinds of regression problems, including nominal, ordinal, numeric, censored as well as multivariate response variables and arbitrary measurement scales of the covariates. Based on conditional inference trees, cforest() provides an implementation of Breiman's random forests. The function mob() implements an algorithm for recursive partitioning based on parametric models (e.g. linear models, GLMs or survival regression) employing parameter instability tests for split selection. Extensible functionality for visualizing tree-structured regression models is available.

AuthorTorsten Hothorn [aut, cre], Kurt Hornik [aut], Carolin Strobl [aut], Achim Zeileis [aut]
Date of publication2016-11-28 13:04:40
MaintainerTorsten Hothorn <Torsten.Hothorn@R-project.org>
LicenseGPL-2
Version1.1-2
http://party.R-forge.R-project.org

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Files in this package

party
party/inst
party/inst/CITATION
party/inst/NEWS
party/inst/doc
party/inst/doc/party.pdf
party/inst/doc/party.Rnw
party/inst/doc/MOB.R
party/inst/doc/MOB.pdf
party/inst/doc/party.R
party/inst/doc/MOB.Rnw
party/inst/doxygen.cfg
party/tests
party/tests/RandomForest-regtest.Rout.save
party/tests/Utils-regtest.R
party/tests/mob.R
party/tests/Examples
party/tests/Examples/party-Ex.Rout.save
party/tests/LinearStatistic-regtest.Rout.save
party/tests/Distributions.Rout.save
party/tests/Distributions.R
party/tests/mob.Rout.save
party/tests/TestStatistic-regtest.R
party/tests/TestStatistic-regtest.Rout.save
party/tests/bugfixes.Rout.save
party/tests/Utils-regtest.Rout.save
party/tests/Predict-regtest.R
party/tests/RandomForest-regtest.R
party/tests/TreeGrow-regtest.R
party/tests/t1.RData
party/tests/LinearStatistic-regtest.R
party/tests/TreeGrow-regtest.Rout.save
party/tests/bugfixes.R
party/tests/Predict-regtest.Rout.save
party/src
party/src/Predict.c
party/src/Makevars
party/src/IndependenceTest.h
party/src/RandomForest.c
party/src/Utils.h
party/src/Classes.c
party/src/Convenience.h
party/src/SurrogateSplits.c
party/src/Distributions.h
party/src/S3Classes.h
party/src/Classes.h
party/src/Memory.c
party/src/party.h
party/src/Convenience.c
party/src/IndependenceTest.c
party/src/SurrogateSplits.h
party/src/LinearStatistic.h
party/src/TestStatistic.h
party/src/LinearStatistic.c
party/src/Predict.h
party/src/Utils.c
party/src/Memory.h
party/src/TreeGrow.h
party/src/Splits.c
party/src/TestStatistic.c
party/src/TreeGrow.c
party/src/Node.h
party/src/Splits.h
party/src/Node.c
party/src/Distributions.c
party/src/S3Classes.c
party/NAMESPACE
party/demo
party/demo/strucchange-perm.R
party/demo/00Index
party/data
party/data/readingSkills.rda
party/R
party/R/Utils.R party/R/zInitMethods.R party/R/varimp.R party/R/ConditionalTree.R party/R/Print.R party/R/internals.R party/R/Plot.R party/R/MOB-Plot.R party/R/MOB-Utils.R party/R/reweight.R party/R/Predict.R party/R/Variables.R party/R/MOB.R party/R/RandomForest.R party/R/AAA.R party/R/Classes.R
party/vignettes
party/vignettes/MOB.Rout.save
party/vignettes/partyrefs.bib
party/vignettes/party.Rnw
party/vignettes/party.Rout.save
party/vignettes/MOB.Rnw
party/MD5
party/build
party/build/vignette.rds
party/DESCRIPTION
party/man
party/man/panelfunctions.Rd party/man/mob_control.Rd party/man/prettytree.Rd party/man/RandomForest-class.Rd party/man/SplittingNode-class.Rd party/man/cforest_control.Rd party/man/LearningSample-class.Rd party/man/plot.BinaryTree.Rd party/man/initialize-methods.Rd party/man/plot.mob.Rd party/man/ctree_control.Rd party/man/mob.Rd party/man/party_intern.Rd party/man/readingSkills.Rd party/man/Transformations.Rd party/man/fit-methods.Rd party/man/cforest.Rd party/man/TreeControl-class.Rd party/man/varimp.Rd party/man/BinaryTree-class.Rd party/man/ctree.Rd party/man/ForestControl-class.Rd party/man/initVariableFrame-methods.Rd party/man/reweight.Rd
party/cleanup

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