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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>.

copied from cf-staging / r-party
Type Size Name Uploaded Downloads Labels
conda 884.3 kB | win-64/r-party-1.3_18-r44h524d87e_0.conda  2 months and 24 days ago 1106 main
conda 880.0 kB | win-64/r-party-1.3_18-r43h524d87e_0.conda  2 months and 24 days ago 587 main
conda 879.6 kB | osx-64/r-party-1.3_18-r43h6e16a3a_0.conda  2 months and 24 days ago 523 main
conda 888.9 kB | osx-64/r-party-1.3_18-r44h6e16a3a_0.conda  2 months and 24 days ago 587 main
conda 886.8 kB | linux-64/r-party-1.3_18-r43hb9d3cd8_0.conda  2 months and 24 days ago 967 main
conda 891.2 kB | linux-64/r-party-1.3_18-r44hb9d3cd8_0.conda  2 months and 24 days ago 913 main
conda 880.1 kB | win-64/r-party-1.3_17-r43h524d87e_0.conda  8 months and 5 days ago 276 main
conda 883.4 kB | win-64/r-party-1.3_17-r44h524d87e_0.conda  8 months and 5 days ago 303 main
conda 888.9 kB | osx-64/r-party-1.3_17-r44hfdf4475_0.conda  8 months and 5 days ago 237 main
conda 879.6 kB | osx-64/r-party-1.3_17-r43hfdf4475_0.conda  8 months and 5 days ago 233 main
conda 891.6 kB | linux-64/r-party-1.3_17-r44h4bc722e_0.conda  8 months and 5 days ago 999 main
conda 888.9 kB | linux-64/r-party-1.3_17-r43h4bc722e_0.conda  8 months and 5 days ago 1232 main
conda 880.9 kB | win-64/r-party-1.3_16-r43h524d87e_0.conda  9 months and 4 days ago 283 main
conda 885.3 kB | win-64/r-party-1.3_16-r44h524d87e_0.conda  9 months and 4 days ago 266 main
conda 887.3 kB | osx-64/r-party-1.3_16-r44hfdf4475_0.conda  9 months and 4 days ago 245 main
conda 878.7 kB | osx-64/r-party-1.3_16-r43hfdf4475_0.conda  9 months and 4 days ago 243 main
conda 887.0 kB | linux-64/r-party-1.3_16-r43h4bc722e_0.conda  9 months and 4 days ago 1082 main
conda 891.0 kB | linux-64/r-party-1.3_16-r44h4bc722e_0.conda  9 months and 4 days ago 1026 main
conda 880.3 kB | win-64/r-party-1.3_15-r43h524d87e_1.conda  9 months and 6 days ago 282 main
conda 884.2 kB | win-64/r-party-1.3_15-r44h524d87e_1.conda  9 months and 6 days ago 267 main
conda 878.9 kB | osx-64/r-party-1.3_15-r43hfdf4475_1.conda  9 months and 6 days ago 264 main
conda 887.7 kB | osx-64/r-party-1.3_15-r44hfdf4475_1.conda  9 months and 6 days ago 251 main
conda 886.3 kB | linux-64/r-party-1.3_15-r43h4bc722e_1.conda  9 months and 6 days ago 982 main
conda 890.6 kB | linux-64/r-party-1.3_15-r44h4bc722e_1.conda  9 months and 6 days ago 1022 main
conda 858.8 kB | win-64/r-party-1.3_15-r41hae2b872_0.conda  11 months and 24 days ago 279 main

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