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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 1 month ago 270 main
conda 226.6 kB | win-64/r-htree-2.0.0-r43h11b023d_1005.conda  1 year and 1 month ago 294 main
conda 231.6 kB | osx-64/r-htree-2.0.0-r44h6b9d099_1005.conda  1 year and 1 month ago 241 main
conda 229.5 kB | osx-64/r-htree-2.0.0-r43h6b9d099_1005.conda  1 year and 1 month ago 216 main
conda 231.0 kB | linux-64/r-htree-2.0.0-r44hdb488b9_1005.conda  1 year and 1 month ago 1270 main
conda 228.6 kB | linux-64/r-htree-2.0.0-r43hdb488b9_1005.conda  1 year and 1 month ago 1312 main
conda 233.3 kB | osx-64/r-htree-2.0.0-r42h6dc245f_1004.conda  2 years and 2 months ago 254 main
conda 233.1 kB | osx-64/r-htree-2.0.0-r43h6dc245f_1004.conda  2 years and 2 months ago 219 main
conda 229.2 kB | linux-64/r-htree-2.0.0-r42h57805ef_1004.conda  2 years and 2 months ago 1866 main
conda 228.4 kB | linux-64/r-htree-2.0.0-r43h57805ef_1004.conda  2 years and 2 months ago 1834 main
conda 248.3 kB | osx-64/r-htree-2.0.0-r41h815d134_1003.tar.bz2  2 years and 10 months ago 76 main
conda 248.3 kB | osx-64/r-htree-2.0.0-r42h815d134_1003.tar.bz2  2 years and 10 months ago 78 main
conda 240.4 kB | linux-64/r-htree-2.0.0-r42h06615bd_1003.tar.bz2  2 years and 10 months ago 2193 main
conda 240.6 kB | linux-64/r-htree-2.0.0-r41h06615bd_1003.tar.bz2  2 years and 10 months ago 2148 main
conda 243.4 kB | osx-64/r-htree-2.0.0-r40h28b5c78_1002.tar.bz2  4 years and 3 months ago 138 main
conda 243.3 kB | osx-64/r-htree-2.0.0-r41h28b5c78_1002.tar.bz2  4 years and 3 months ago 133 main
conda 240.2 kB | linux-64/r-htree-2.0.0-r40hcfec24a_1002.tar.bz2  4 years and 3 months ago 2765 main
conda 240.1 kB | linux-64/r-htree-2.0.0-r41hcfec24a_1002.tar.bz2  4 years and 3 months ago 2784 main
conda 249.4 kB | osx-64/r-htree-2.0.0-r36h17f1fa6_1002.tar.bz2  5 years and 3 months ago 312 main
conda 248.4 kB | osx-64/r-htree-2.0.0-r40h17f1fa6_1002.tar.bz2  5 years and 3 months ago 330 main
conda 244.1 kB | linux-64/r-htree-2.0.0-r40hcdcec82_1002.tar.bz2  5 years and 3 months ago 3489 main
conda 245.1 kB | linux-64/r-htree-2.0.0-r36hcdcec82_1002.tar.bz2  5 years and 3 months ago 3491 main
conda 245.6 kB | osx-64/r-htree-2.0.0-r36h159158b_1001.tar.bz2  6 years and 1 month ago 341 main cf202003
conda 244.3 kB | osx-64/r-htree-2.0.0-r35h159158b_1001.tar.bz2  6 years and 1 month ago 340 main cf202003
conda 243.5 kB | linux-64/r-htree-2.0.0-r35hcdcec82_1001.tar.bz2  6 years and 1 month ago 4247 main cf202003

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