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party
A Laboratory for Recursive Partytioning
View on CRAN: Click
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Download and install party package within the R console
Install from CRAN:
install.packages("party")
Install from Github:
library("remotes")
install_github("cran/party") Install by package version:
library("remotes")
install_version("party", "1.3-14") Attach the package and use:
library("party")
Maintained by
Torsten Hothorn
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2005-06-24
Latest Update: 2023-11-28
Description:
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. The methods are described in
Hothorn et al. (2006) ,
Zeileis et al. (2008) and
Strobl et al. (2007) .
How to cite:
Torsten Hothorn (2005). party: A Laboratory for Recursive Partytioning. R package version 1.3-14, https://cran.r-project.org/web/packages/party
Previous versions and publish date:
0.2-1 (2005-06-24 17:56), 0.2-2 (2005-06-27 13:16), 0.2-3 (2005-06-29 16:46), 0.2-4 (2005-07-07 16:38), 0.2-5 (2005-08-20 23:39), 0.2-6 (2005-08-30 00:32), 0.2-7 (2005-09-01 10:01), 0.2-8 (2005-09-07 17:27), 0.2-9 (2005-10-20 10:53), 0.2-10 (2005-11-09 10:22), 0.3-0 (2005-11-29 13:31), 0.3-1 (2005-12-02 14:05), 0.3-2 (2006-01-12 14:09), 0.3-3 (2006-01-18 19:23), 0.3-5 (2006-02-03 09:04), 0.3-6 (2006-02-07 16:10), 0.8-0 (2006-02-16 17:45), 0.8-1 (2006-02-24 11:47), 0.8-3 (2006-03-20 17:38), 0.8-4 (2006-04-12 12:35), 0.8-5 (2006-04-24 22:02), 0.8-6 (2006-05-23 09:21), 0.8-7 (2006-07-19 18:43), 0.8-8 (2006-08-23 21:59), 0.9-0 (2006-08-31 17:19), 0.9-1 (2006-09-07 14:39), 0.9-2 (2006-09-07 16:54), 0.9-3 (2006-09-08 16:52), 0.9-4 (2006-09-18 10:07), 0.9-5 (2006-10-27 17:14), 0.9-6 (2006-11-29 10:12), 0.9-7 (2007-01-16 20:30), 0.9-8 (2007-01-22 22:05), 0.9-9 (2007-02-02 20:49), 0.9-10 (2007-03-01 09:14), 0.9-11 (2007-06-21 08:07), 0.9-12 (2007-06-28 21:03), 0.9-13 (2007-07-23 11:46), 0.9-14 (2007-07-23 16:00), 0.9-90 (2007-09-24 18:38), 0.9-91 (2007-09-27 19:43), 0.9-92 (2007-11-23 09:22), 0.9-93 (2007-12-02 10:46), 0.9-94 (2008-01-30 15:08), 0.9-95 (2008-02-28 15:50), 0.9-96 (2008-06-08 18:11), 0.9-97 (2008-06-27 11:03), 0.9-98 (2008-10-15 12:38), 0.9-99 (2008-10-28 20:08), 0.9-991 (2009-01-14 19:12), 0.9-992 (2009-01-20 09:17), 0.9-993 (2009-01-29 12:50), 0.9-994 (2009-02-10 20:37), 0.9-995 (2009-02-23 12:20), 0.9-996 (2009-03-27 17:56), 0.9-997 (2009-06-04 18:12), 0.9-998 (2009-06-17 14:05), 0.9-999 (2009-09-24 14:01), 0.9-9991 (2010-01-27 17:19), 0.9-9992 (2010-02-26 14:16), 0.9-9993 (2010-03-05 08:33), 0.9-9994 (2010-04-15 15:49), 0.9-9995 (2010-05-19 23:10), 0.9-9996 (2010-06-25 07:46), 0.9-9997 (2010-07-06 17:25), 0.9-9998 (2010-08-23 19:18), 0.9-9999 (2010-09-13 19:48), 0.9-99991 (2010-11-19 17:32), 0.9-99992 (2011-05-02 16:52), 0.9-99993 (2011-07-29 08:21), 0.9-99994 (2011-08-24 11:30), 0.9-99995 (2011-11-02 20:03), 0.9-99996 (2011-12-20 17:42), 1.0-0 (2012-02-28 16:27), 1.0-1 (2012-03-23 18:39), 1.0-2 (2012-04-26 12:27), 1.0-3 (2012-09-26 21:14), 1.0-4 (2012-12-19 11:39), 1.0-5 (2013-01-07 14:50), 1.0-6 (2013-01-09 12:06), 1.0-7 (2013-06-05 16:40), 1.0-8 (2013-07-11 10:01), 1.0-9 (2013-09-02 14:35), 1.0-10 (2013-10-24 14:14), 1.0-11 (2013-12-14 11:52), 1.0-12 (2014-01-17 20:22), 1.0-13 (2014-02-01 10:10), 1.0-14 (2014-05-30 16:08), 1.0-15 (2014-06-30 14:11), 1.0-16 (2014-08-19 22:38), 1.0-17 (2014-09-17 18:30), 1.0-18 (2014-11-10 10:20), 1.0-19 (2014-12-18 16:18), 1.0-20 (2015-02-24 15:29), 1.0-21 (2015-06-06 13:04), 1.0-22 (2015-07-28 23:29), 1.0-23 (2015-08-16 08:25), 1.0-25 (2015-11-05 20:04), 1.1-0 (2016-11-21 17:05), 1.1-1 (2016-11-23 23:44), 1.1-2 (2016-11-28 13:04), 1.2-0 (2017-02-06 21:34), 1.2-1 (2017-02-09 19:10), 1.2-2 (2017-02-27 17:51), 1.2-3 (2017-04-12 15:53), 1.2-4 (2017-12-13 18:47), 1.3-0 (2018-04-20 16:48), 1.3-1 (2018-08-08 16:40), 1.3-2 (2019-03-01 23:00), 1.3-3 (2019-03-06 11:20), 1.3-4 (2020-03-05 12:50), 1.3-5 (2020-06-12 18:00), 1.3-6 (2021-02-08 13:20), 1.3-7 (2021-03-03 18:10), 1.3-8 (2021-08-23 16:30), 1.3-9 (2021-09-27 14:00), 1.3-10 (2022-04-26 06:52), 1.3-11 (2022-10-07 15:30), 1.3-12 (2023-02-28 16:32), 1.3-13 (2023-03-17 13:10), 1.3-14 (2023-11-28 08:00)
Other packages that cited party R package
View party citation profile
Other R packages that party depends,
imports, suggests or enhances
Functions, R codes and Examples using
the party R package
Some associated functions: BinaryTree-class . ForestControl-class . LearningSample-class . RandomForest-class . SplittingNode-class . Transformations . TreeControl-class . cforest . cforest_control . ctree . ctree_control . fit-methods . initVariableFrame-methods . initialize-methods . mob . mob_control . panelfunctions . party_intern . plot.BinaryTree . plot.mob . prettytree . readingSkills . reweight . varimp .
Some associated R codes: AAA.R . Classes.R . ConditionalTree.R . MOB-Plot.R . MOB-Utils.R . MOB.R . Plot.R . Predict.R . Print.R . RandomForest.R . Utils.R . Variables.R . internals.R . reweight.R . varimp.R . zInitMethods.R . Full party package functions and examples
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