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Historical regression trees are an extension of standard trees, producing a non-parametric estimate of how the response depends on all of its prior realizations as well as that of any time-varying predictor variables. The method applies equally to regularly as well as irregularly sampled data. The package implements random forest and boosting ensembles based on historical regression trees, suitable for longitudinal data. Standard error estimation and Z-score variable importance is also implemented.

copied from cf-staging / r-htree
Type Size Name Uploaded Downloads Labels
conda 228.5 kB | win-64/r-htree-2.0.0-r44h11b023d_1005.conda  1 year and 30 days ago 268 main
conda 226.6 kB | win-64/r-htree-2.0.0-r43h11b023d_1005.conda  1 year and 30 days ago 292 main
conda 231.6 kB | osx-64/r-htree-2.0.0-r44h6b9d099_1005.conda  1 year and 30 days ago 240 main
conda 229.5 kB | osx-64/r-htree-2.0.0-r43h6b9d099_1005.conda  1 year and 30 days ago 215 main
conda 231.0 kB | linux-64/r-htree-2.0.0-r44hdb488b9_1005.conda  1 year and 30 days ago 1226 main
conda 228.6 kB | linux-64/r-htree-2.0.0-r43hdb488b9_1005.conda  1 year and 30 days ago 1266 main
conda 233.3 kB | osx-64/r-htree-2.0.0-r42h6dc245f_1004.conda  2 years and 1 month ago 253 main
conda 233.1 kB | osx-64/r-htree-2.0.0-r43h6dc245f_1004.conda  2 years and 1 month ago 218 main
conda 229.2 kB | linux-64/r-htree-2.0.0-r42h57805ef_1004.conda  2 years and 1 month ago 1820 main
conda 228.4 kB | linux-64/r-htree-2.0.0-r43h57805ef_1004.conda  2 years and 1 month ago 1790 main
conda 248.3 kB | osx-64/r-htree-2.0.0-r41h815d134_1003.tar.bz2  2 years and 9 months ago 75 main
conda 248.3 kB | osx-64/r-htree-2.0.0-r42h815d134_1003.tar.bz2  2 years and 9 months ago 77 main
conda 240.4 kB | linux-64/r-htree-2.0.0-r42h06615bd_1003.tar.bz2  2 years and 9 months ago 2148 main
conda 240.6 kB | linux-64/r-htree-2.0.0-r41h06615bd_1003.tar.bz2  2 years and 9 months ago 2105 main
conda 243.4 kB | osx-64/r-htree-2.0.0-r40h28b5c78_1002.tar.bz2  4 years and 2 months ago 137 main
conda 243.3 kB | osx-64/r-htree-2.0.0-r41h28b5c78_1002.tar.bz2  4 years and 2 months ago 132 main
conda 240.2 kB | linux-64/r-htree-2.0.0-r40hcfec24a_1002.tar.bz2  4 years and 2 months ago 2717 main
conda 240.1 kB | linux-64/r-htree-2.0.0-r41hcfec24a_1002.tar.bz2  4 years and 2 months ago 2737 main
conda 249.4 kB | osx-64/r-htree-2.0.0-r36h17f1fa6_1002.tar.bz2  5 years and 3 months ago 311 main
conda 248.4 kB | osx-64/r-htree-2.0.0-r40h17f1fa6_1002.tar.bz2  5 years and 3 months ago 329 main
conda 244.1 kB | linux-64/r-htree-2.0.0-r40hcdcec82_1002.tar.bz2  5 years and 3 months ago 3443 main
conda 245.1 kB | linux-64/r-htree-2.0.0-r36hcdcec82_1002.tar.bz2  5 years and 3 months ago 3442 main
conda 245.6 kB | osx-64/r-htree-2.0.0-r36h159158b_1001.tar.bz2  6 years and 21 days ago 340 main cf202003
conda 244.3 kB | osx-64/r-htree-2.0.0-r35h159158b_1001.tar.bz2  6 years and 21 days ago 339 main cf202003
conda 243.5 kB | linux-64/r-htree-2.0.0-r35hcdcec82_1001.tar.bz2  6 years and 21 days ago 4203 main cf202003

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