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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  3 months and 13 days ago 131 main
conda 226.6 kB | win-64/r-htree-2.0.0-r43h11b023d_1005.conda  3 months and 13 days ago 145 main
conda 231.6 kB | osx-64/r-htree-2.0.0-r44h6b9d099_1005.conda  3 months and 13 days ago 137 main
conda 229.5 kB | osx-64/r-htree-2.0.0-r43h6b9d099_1005.conda  3 months and 13 days ago 110 main
conda 231.0 kB | linux-64/r-htree-2.0.0-r44hdb488b9_1005.conda  3 months and 13 days ago 457 main
conda 228.6 kB | linux-64/r-htree-2.0.0-r43hdb488b9_1005.conda  3 months and 13 days ago 470 main
conda 233.3 kB | osx-64/r-htree-2.0.0-r42h6dc245f_1004.conda  1 year and 4 months ago 152 main
conda 233.1 kB | osx-64/r-htree-2.0.0-r43h6dc245f_1004.conda  1 year and 4 months ago 128 main
conda 229.2 kB | linux-64/r-htree-2.0.0-r42h57805ef_1004.conda  1 year and 4 months ago 1023 main
conda 228.4 kB | linux-64/r-htree-2.0.0-r43h57805ef_1004.conda  1 year and 4 months ago 1000 main
conda 248.3 kB | osx-64/r-htree-2.0.0-r41h815d134_1003.tar.bz2  2 years and 11 days ago 70 main
conda 248.3 kB | osx-64/r-htree-2.0.0-r42h815d134_1003.tar.bz2  2 years and 11 days ago 72 main
conda 240.4 kB | linux-64/r-htree-2.0.0-r42h06615bd_1003.tar.bz2  2 years and 11 days ago 1393 main
conda 240.6 kB | linux-64/r-htree-2.0.0-r41h06615bd_1003.tar.bz2  2 years and 11 days ago 1395 main
conda 243.4 kB | osx-64/r-htree-2.0.0-r40h28b5c78_1002.tar.bz2  3 years and 5 months ago 133 main
conda 243.3 kB | osx-64/r-htree-2.0.0-r41h28b5c78_1002.tar.bz2  3 years and 5 months ago 128 main
conda 240.2 kB | linux-64/r-htree-2.0.0-r40hcfec24a_1002.tar.bz2  3 years and 5 months ago 1989 main
conda 240.1 kB | linux-64/r-htree-2.0.0-r41hcfec24a_1002.tar.bz2  3 years and 5 months ago 2004 main
conda 249.4 kB | osx-64/r-htree-2.0.0-r36h17f1fa6_1002.tar.bz2  4 years and 5 months ago 307 main
conda 248.4 kB | osx-64/r-htree-2.0.0-r40h17f1fa6_1002.tar.bz2  4 years and 5 months ago 325 main
conda 244.1 kB | linux-64/r-htree-2.0.0-r40hcdcec82_1002.tar.bz2  4 years and 5 months ago 2714 main
conda 245.1 kB | linux-64/r-htree-2.0.0-r36hcdcec82_1002.tar.bz2  4 years and 5 months ago 2677 main
conda 245.6 kB | osx-64/r-htree-2.0.0-r36h159158b_1001.tar.bz2  5 years and 3 months ago 335 main cf202003
conda 244.3 kB | osx-64/r-htree-2.0.0-r35h159158b_1001.tar.bz2  5 years and 3 months ago 335 main cf202003
conda 243.5 kB | linux-64/r-htree-2.0.0-r35hcdcec82_1001.tar.bz2  5 years and 3 months ago 3450 main cf202003
conda 244.6 kB | linux-64/r-htree-2.0.0-r36hcdcec82_1001.tar.bz2  5 years and 3 months ago 3416 main cf202003
conda 243.5 kB | linux-64/r-htree-2.0.0-r351hc070d10_0.tar.bz2  5 years and 11 months ago 4200 main cf202003 cf201901
conda 243.3 kB | linux-64/r-htree-2.0.0-r351h96ca727_1000.tar.bz2  5 years and 11 months ago 3998 main gcc7 cf202003
conda 244.5 kB | osx-64/r-htree-2.0.0-r351hc070d10_0.tar.bz2  5 years and 11 months ago 361 main cf202003 cf201901
conda 244.1 kB | osx-64/r-htree-2.0.0-r351h46e59ec_1000.tar.bz2  5 years and 11 months ago 350 main gcc7 cf202003
conda 170.5 kB | linux-64/r-htree-2.0.0-r341hc070d10_0.tar.bz2  6 years and 3 months ago 4388 main cf202003 cf201901
conda 171.4 kB | osx-64/r-htree-2.0.0-r341hc070d10_0.tar.bz2  6 years and 3 months ago 335 main cf202003 cf201901

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