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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>.

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Type Size Name Uploaded Downloads Labels
conda 893.7 kB | linux-64/r-party-1.3_1-r351h470a237_0.tar.bz2  6 years and 3 months ago 4621 main cf202003 cf201901
conda 896.2 kB | win-64/r-party-1.3_1-r351h301d43c_1000.tar.bz2  6 years and 3 months ago 1657 main cf202003 cf201901
conda 886.5 kB | osx-64/r-party-1.3_1-r351h470a237_0.tar.bz2  6 years and 3 months ago 370 main cf202003 cf201901
conda 710.0 kB | win-64/r-party-1.3_1-r341h301d43c_0.tar.bz2  6 years and 6 months ago 1791 main cf202003 cf201901
conda 706.5 kB | osx-64/r-party-1.3_1-r341h470a237_0.tar.bz2  6 years and 6 months ago 386 main cf202003 cf201901
conda 713.5 kB | linux-64/r-party-1.3_1-r341h470a237_0.tar.bz2  6 years and 6 months ago 4727 main cf202003 cf201901
conda 710.8 kB | win-64/r-party-1.2_3-r341h301d43c_1.tar.bz2  6 years and 6 months ago 1757 main cf202003 cf201901
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conda 712.5 kB | linux-64/r-party-1.2_3-r341h470a237_1.tar.bz2  6 years and 7 months ago 4785 main cf202003 cf201901
conda 682.9 kB | osx-64/r-party-1.2_3-r3.3.2_0.tar.bz2  7 years and 2 months ago 380 main cf202003 cf201901
conda 707.8 kB | osx-64/r-party-1.2_3-r3.4.1_0.tar.bz2  7 years and 2 months ago 389 main cf202003 cf201901
conda 706.9 kB | win-64/r-party-1.2_3-r3.3.2_0.tar.bz2  7 years and 2 months ago 1884 main cf202003 cf201901
conda 710.4 kB | win-64/r-party-1.2_3-r3.4.1_0.tar.bz2  7 years and 2 months ago 1868 main cf202003 cf201901
conda 716.5 kB | linux-64/r-party-1.2_3-r3.4.1_0.tar.bz2  7 years and 2 months ago 5107 main cf202003 cf201901
conda 686.8 kB | linux-64/r-party-1.2_3-r3.3.2_0.tar.bz2  7 years and 2 months ago 5062 main cf202003 cf201901

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