About Anaconda Help Download Anaconda

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) <doi:10.1198/106186006X133933>, Zeileis et al. (2008) <doi:10.1198/106186008X319331> and Strobl et al. (2007) <doi:10.1186/1471-2105-8-25>.

copied from cf-staging / r-party
Type Size Name Uploaded Downloads Labels
conda 868.6 kB | win-64/r-party-1.3_13-r41hcd874cb_1.conda  1 year and 9 months ago 551 main
conda 895.4 kB | osx-64/r-party-1.3_13-r43h0dc2134_1.conda  1 year and 9 months ago 281 main
conda 888.1 kB | osx-64/r-party-1.3_13-r42h0dc2134_1.conda  1 year and 9 months ago 305 main
conda 882.8 kB | linux-64/r-party-1.3_13-r42hd590300_1.conda  1 year and 9 months ago 1822 main
conda 898.0 kB | linux-64/r-party-1.3_13-r43hd590300_1.conda  1 year and 9 months ago 3380 main
conda 869.0 kB | win-64/r-party-1.3_13-r41hcd874cb_0.conda  2 years and 13 days ago 615 main
conda 888.9 kB | osx-64/r-party-1.3_13-r41hb7f2c08_0.conda  2 years and 13 days ago 244 main
conda 888.2 kB | osx-64/r-party-1.3_13-r42hb7f2c08_0.conda  2 years and 13 days ago 246 main
conda 882.6 kB | linux-64/r-party-1.3_13-r42h0b41bf4_0.conda  2 years and 13 days ago 2009 main
conda 886.5 kB | linux-64/r-party-1.3_13-r41h0b41bf4_0.conda  2 years and 13 days ago 1873 main

© 2025 Anaconda, Inc. All Rights Reserved. (v4.0.9) Legal | Privacy Policy