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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 901.9 kB | osx-64/r-party-1.3_4-r35h0b31af3_0.tar.bz2  5 years and 7 days ago 343 main cf202003
conda 912.0 kB | osx-64/r-party-1.3_4-r36h0b31af3_0.tar.bz2  5 years and 7 days ago 348 main cf202003
conda 909.0 kB | linux-64/r-party-1.3_4-r35h516909a_0.tar.bz2  5 years and 7 days ago 3265 main cf202003
conda 914.6 kB | linux-64/r-party-1.3_4-r36h516909a_0.tar.bz2  5 years and 7 days ago 3909 main cf202003
conda 906.8 kB | win-64/r-party-1.3_3-r36h301d43c_1.tar.bz2  5 years and 8 months ago 1418 main cf202003
conda 900.4 kB | win-64/r-party-1.3_3-r35h301d43c_1.tar.bz2  5 years and 8 months ago 1393 main cf202003
conda 888.6 kB | osx-64/r-party-1.3_3-r35h01d97ff_1.tar.bz2  5 years and 8 months ago 385 main cf202003
conda 906.5 kB | osx-64/r-party-1.3_3-r36h01d97ff_1.tar.bz2  5 years and 8 months ago 393 main cf202003
conda 903.0 kB | linux-64/r-party-1.3_3-r35h516909a_1.tar.bz2  5 years and 8 months ago 3945 main cf202003
conda 908.8 kB | linux-64/r-party-1.3_3-r36h516909a_1.tar.bz2  5 years and 8 months ago 4075 main cf202003
conda 891.2 kB | osx-64/r-party-1.3_3-r351h1de35cc_0.tar.bz2  6 years and 13 days ago 366 main cf202003
conda 905.5 kB | win-64/r-party-1.3_3-r351h301d43c_0.tar.bz2  6 years and 13 days ago 1532 main cf202003
conda 907.2 kB | linux-64/r-party-1.3_3-r351h14c3975_0.tar.bz2  6 years and 13 days ago 4330 main cf202003
conda 893.7 kB | linux-64/r-party-1.3_1-r351h470a237_0.tar.bz2  6 years and 4 months ago 4660 main cf202003 cf201901
conda 900.3 kB | linux-64/r-party-1.3_1-r351h14c3975_1000.tar.bz2  6 years and 4 months ago 4519 main gcc7 cf202003
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 370 main cf202003 cf201901
conda 898.2 kB | osx-64/r-party-1.3_1-r351h1de35cc_1000.tar.bz2  6 years and 4 months ago 363 main gcc7 cf202003
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 4770 main cf202003 cf201901
conda 710.8 kB | win-64/r-party-1.2_3-r341h301d43c_1.tar.bz2  6 years and 7 months ago 1758 main cf202003 cf201901
conda 706.9 kB | osx-64/r-party-1.2_3-r341h470a237_1.tar.bz2  6 years and 7 months ago 367 main cf202003 cf201901
conda 712.5 kB | linux-64/r-party-1.2_3-r341h470a237_1.tar.bz2  6 years and 7 months ago 4822 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 380 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 389 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 1885 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 1869 main cf202003 cf201901
conda 716.5 kB | linux-64/r-party-1.2_3-r3.4.1_0.tar.bz2  7 years and 3 months ago 5147 main cf202003 cf201901
conda 686.8 kB | linux-64/r-party-1.2_3-r3.3.2_0.tar.bz2  7 years and 3 months ago 5097 main cf202003 cf201901

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