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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  4 months and 21 days ago 135 main
conda 226.6 kB | win-64/r-htree-2.0.0-r43h11b023d_1005.conda  4 months and 21 days ago 149 main
conda 231.6 kB | osx-64/r-htree-2.0.0-r44h6b9d099_1005.conda  4 months and 21 days ago 138 main
conda 229.5 kB | osx-64/r-htree-2.0.0-r43h6b9d099_1005.conda  4 months and 21 days ago 111 main
conda 231.0 kB | linux-64/r-htree-2.0.0-r44hdb488b9_1005.conda  4 months and 21 days ago 578 main
conda 228.6 kB | linux-64/r-htree-2.0.0-r43hdb488b9_1005.conda  4 months and 21 days ago 589 main
conda 233.3 kB | osx-64/r-htree-2.0.0-r42h6dc245f_1004.conda  1 year and 5 months ago 153 main
conda 233.1 kB | osx-64/r-htree-2.0.0-r43h6dc245f_1004.conda  1 year and 5 months ago 129 main
conda 229.2 kB | linux-64/r-htree-2.0.0-r42h57805ef_1004.conda  1 year and 5 months ago 1148 main
conda 228.4 kB | linux-64/r-htree-2.0.0-r43h57805ef_1004.conda  1 year and 5 months ago 1126 main
conda 248.3 kB | osx-64/r-htree-2.0.0-r41h815d134_1003.tar.bz2  2 years and 1 month ago 71 main
conda 248.3 kB | osx-64/r-htree-2.0.0-r42h815d134_1003.tar.bz2  2 years and 1 month ago 73 main
conda 240.4 kB | linux-64/r-htree-2.0.0-r42h06615bd_1003.tar.bz2  2 years and 1 month ago 1521 main
conda 240.6 kB | linux-64/r-htree-2.0.0-r41h06615bd_1003.tar.bz2  2 years and 1 month ago 1513 main
conda 243.4 kB | osx-64/r-htree-2.0.0-r40h28b5c78_1002.tar.bz2  3 years and 6 months ago 134 main
conda 243.3 kB | osx-64/r-htree-2.0.0-r41h28b5c78_1002.tar.bz2  3 years and 6 months ago 129 main
conda 240.2 kB | linux-64/r-htree-2.0.0-r40hcfec24a_1002.tar.bz2  3 years and 6 months ago 2105 main
conda 240.1 kB | linux-64/r-htree-2.0.0-r41hcfec24a_1002.tar.bz2  3 years and 6 months ago 2120 main
conda 249.4 kB | osx-64/r-htree-2.0.0-r36h17f1fa6_1002.tar.bz2  4 years and 6 months ago 308 main
conda 248.4 kB | osx-64/r-htree-2.0.0-r40h17f1fa6_1002.tar.bz2  4 years and 6 months ago 326 main
conda 244.1 kB | linux-64/r-htree-2.0.0-r40hcdcec82_1002.tar.bz2  4 years and 6 months ago 2831 main
conda 245.1 kB | linux-64/r-htree-2.0.0-r36hcdcec82_1002.tar.bz2  4 years and 6 months ago 2800 main
conda 245.6 kB | osx-64/r-htree-2.0.0-r36h159158b_1001.tar.bz2  5 years and 4 months ago 336 main cf202003
conda 244.3 kB | osx-64/r-htree-2.0.0-r35h159158b_1001.tar.bz2  5 years and 4 months ago 336 main cf202003
conda 243.5 kB | linux-64/r-htree-2.0.0-r35hcdcec82_1001.tar.bz2  5 years and 4 months ago 3573 main cf202003
conda 244.6 kB | linux-64/r-htree-2.0.0-r36hcdcec82_1001.tar.bz2  5 years and 4 months ago 3537 main cf202003
conda 243.5 kB | linux-64/r-htree-2.0.0-r351hc070d10_0.tar.bz2  6 years and 19 days ago 4323 main cf202003 cf201901
conda 243.3 kB | linux-64/r-htree-2.0.0-r351h96ca727_1000.tar.bz2  6 years and 19 days ago 4112 main gcc7 cf202003
conda 244.5 kB | osx-64/r-htree-2.0.0-r351hc070d10_0.tar.bz2  6 years and 19 days ago 362 main cf202003 cf201901
conda 244.1 kB | osx-64/r-htree-2.0.0-r351h46e59ec_1000.tar.bz2  6 years and 19 days ago 351 main gcc7 cf202003
conda 170.5 kB | linux-64/r-htree-2.0.0-r341hc070d10_0.tar.bz2  6 years and 4 months ago 4511 main cf202003 cf201901
conda 171.4 kB | osx-64/r-htree-2.0.0-r341hc070d10_0.tar.bz2  6 years and 4 months ago 337 main cf202003 cf201901
conda 177.3 kB | osx-64/r-htree-1.0.0-r341hc070d10_0.tar.bz2  6 years and 6 months ago 341 main cf202003 cf201901
conda 176.4 kB | linux-64/r-htree-1.0.0-r341hc070d10_0.tar.bz2  6 years and 6 months ago 4638 main cf202003 cf201901

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