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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 880.3 kB | win-64/r-party-1.3_15-r43h524d87e_1.conda  7 months and 15 days ago 274 main
conda 884.2 kB | win-64/r-party-1.3_15-r44h524d87e_1.conda  7 months and 15 days ago 258 main
conda 878.9 kB | osx-64/r-party-1.3_15-r43hfdf4475_1.conda  7 months and 15 days ago 257 main
conda 887.7 kB | osx-64/r-party-1.3_15-r44hfdf4475_1.conda  7 months and 15 days ago 245 main
conda 886.3 kB | linux-64/r-party-1.3_15-r43h4bc722e_1.conda  7 months and 15 days ago 868 main
conda 890.6 kB | linux-64/r-party-1.3_15-r44h4bc722e_1.conda  7 months and 15 days ago 901 main
conda 858.8 kB | win-64/r-party-1.3_15-r41hae2b872_0.conda  10 months and 3 days ago 273 main
conda 880.5 kB | osx-64/r-party-1.3_15-r43hec52a4b_0.conda  10 months and 3 days ago 232 main
conda 874.9 kB | osx-64/r-party-1.3_15-r42hec52a4b_0.conda  10 months and 3 days ago 259 main
conda 873.0 kB | linux-64/r-party-1.3_15-r42h4ab18f5_0.conda  10 months and 3 days ago 1204 main
conda 886.6 kB | linux-64/r-party-1.3_15-r43h4ab18f5_0.conda  10 months and 3 days ago 1313 main

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