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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  9 months and 15 days ago 257 main
conda 226.6 kB | win-64/r-htree-2.0.0-r43h11b023d_1005.conda  9 months and 15 days ago 275 main
conda 231.6 kB | osx-64/r-htree-2.0.0-r44h6b9d099_1005.conda  9 months and 15 days ago 230 main
conda 229.5 kB | osx-64/r-htree-2.0.0-r43h6b9d099_1005.conda  9 months and 15 days ago 203 main
conda 231.0 kB | linux-64/r-htree-2.0.0-r44hdb488b9_1005.conda  9 months and 15 days ago 1010 main
conda 228.6 kB | linux-64/r-htree-2.0.0-r43hdb488b9_1005.conda  9 months and 15 days ago 1023 main
conda 233.3 kB | osx-64/r-htree-2.0.0-r42h6dc245f_1004.conda  1 year and 10 months ago 248 main
conda 233.1 kB | osx-64/r-htree-2.0.0-r43h6dc245f_1004.conda  1 year and 10 months ago 214 main
conda 229.2 kB | linux-64/r-htree-2.0.0-r42h57805ef_1004.conda  1 year and 10 months ago 1568 main
conda 228.4 kB | linux-64/r-htree-2.0.0-r43h57805ef_1004.conda  1 year and 10 months ago 1564 main
conda 248.3 kB | osx-64/r-htree-2.0.0-r41h815d134_1003.tar.bz2  2 years and 6 months ago 71 main
conda 248.3 kB | osx-64/r-htree-2.0.0-r42h815d134_1003.tar.bz2  2 years and 6 months ago 73 main
conda 240.4 kB | linux-64/r-htree-2.0.0-r42h06615bd_1003.tar.bz2  2 years and 6 months ago 1905 main
conda 240.6 kB | linux-64/r-htree-2.0.0-r41h06615bd_1003.tar.bz2  2 years and 6 months ago 1886 main
conda 243.4 kB | osx-64/r-htree-2.0.0-r40h28b5c78_1002.tar.bz2  3 years and 11 months ago 134 main
conda 243.3 kB | osx-64/r-htree-2.0.0-r41h28b5c78_1002.tar.bz2  3 years and 11 months ago 129 main
conda 240.2 kB | linux-64/r-htree-2.0.0-r40hcfec24a_1002.tar.bz2  3 years and 11 months ago 2493 main
conda 240.1 kB | linux-64/r-htree-2.0.0-r41hcfec24a_1002.tar.bz2  3 years and 11 months ago 2506 main
conda 249.4 kB | osx-64/r-htree-2.0.0-r36h17f1fa6_1002.tar.bz2  4 years and 11 months ago 308 main
conda 248.4 kB | osx-64/r-htree-2.0.0-r40h17f1fa6_1002.tar.bz2  4 years and 11 months ago 326 main
conda 244.1 kB | linux-64/r-htree-2.0.0-r40hcdcec82_1002.tar.bz2  4 years and 11 months ago 3200 main
conda 245.1 kB | linux-64/r-htree-2.0.0-r36hcdcec82_1002.tar.bz2  4 years and 11 months ago 3182 main
conda 245.6 kB | osx-64/r-htree-2.0.0-r36h159158b_1001.tar.bz2  5 years and 9 months ago 336 main cf202003
conda 244.3 kB | osx-64/r-htree-2.0.0-r35h159158b_1001.tar.bz2  5 years and 9 months ago 336 main cf202003
conda 243.5 kB | linux-64/r-htree-2.0.0-r35hcdcec82_1001.tar.bz2  5 years and 9 months ago 3956 main cf202003

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