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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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conda 893.7 kB | linux-64/r-party-1.3_1-r351h470a237_0.tar.bz2  6 years and 4 months ago 4677 main cf202003 cf201901
conda 896.2 kB | win-64/r-party-1.3_1-r351h301d43c_1000.tar.bz2  6 years and 4 months ago 1658 main cf202003 cf201901
conda 886.5 kB | osx-64/r-party-1.3_1-r351h470a237_0.tar.bz2  6 years and 4 months ago 371 main cf202003 cf201901
conda 710.0 kB | win-64/r-party-1.3_1-r341h301d43c_0.tar.bz2  6 years and 7 months ago 1792 main cf202003 cf201901
conda 706.5 kB | osx-64/r-party-1.3_1-r341h470a237_0.tar.bz2  6 years and 7 months ago 386 main cf202003 cf201901
conda 713.5 kB | linux-64/r-party-1.3_1-r341h470a237_0.tar.bz2  6 years and 7 months ago 4789 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 4842 main cf202003 cf201901
conda 682.9 kB | osx-64/r-party-1.2_3-r3.3.2_0.tar.bz2  7 years and 3 months ago 381 main cf202003 cf201901
conda 707.8 kB | osx-64/r-party-1.2_3-r3.4.1_0.tar.bz2  7 years and 3 months ago 390 main cf202003 cf201901
conda 706.9 kB | win-64/r-party-1.2_3-r3.3.2_0.tar.bz2  7 years and 3 months ago 1886 main cf202003 cf201901
conda 710.4 kB | win-64/r-party-1.2_3-r3.4.1_0.tar.bz2  7 years and 3 months ago 1870 main cf202003 cf201901
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conda 686.8 kB | linux-64/r-party-1.2_3-r3.3.2_0.tar.bz2  7 years and 3 months ago 5116 main cf202003 cf201901

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