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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  8 months and 24 days ago 254 main
conda 226.6 kB | win-64/r-htree-2.0.0-r43h11b023d_1005.conda  8 months and 24 days ago 272 main
conda 231.6 kB | osx-64/r-htree-2.0.0-r44h6b9d099_1005.conda  8 months and 24 days ago 227 main
conda 229.5 kB | osx-64/r-htree-2.0.0-r43h6b9d099_1005.conda  8 months and 24 days ago 201 main
conda 231.0 kB | linux-64/r-htree-2.0.0-r44hdb488b9_1005.conda  8 months and 24 days ago 951 main
conda 228.6 kB | linux-64/r-htree-2.0.0-r43hdb488b9_1005.conda  8 months and 24 days ago 967 main
conda 233.3 kB | osx-64/r-htree-2.0.0-r42h6dc245f_1004.conda  1 year and 9 months ago 247 main
conda 233.1 kB | osx-64/r-htree-2.0.0-r43h6dc245f_1004.conda  1 year and 9 months ago 214 main
conda 229.2 kB | linux-64/r-htree-2.0.0-r42h57805ef_1004.conda  1 year and 9 months ago 1517 main
conda 228.4 kB | linux-64/r-htree-2.0.0-r43h57805ef_1004.conda  1 year and 9 months ago 1510 main
conda 248.3 kB | osx-64/r-htree-2.0.0-r41h815d134_1003.tar.bz2  2 years and 5 months ago 71 main
conda 248.3 kB | osx-64/r-htree-2.0.0-r42h815d134_1003.tar.bz2  2 years and 5 months ago 73 main
conda 240.4 kB | linux-64/r-htree-2.0.0-r42h06615bd_1003.tar.bz2  2 years and 5 months ago 1851 main
conda 240.6 kB | linux-64/r-htree-2.0.0-r41h06615bd_1003.tar.bz2  2 years and 5 months ago 1836 main
conda 243.4 kB | osx-64/r-htree-2.0.0-r40h28b5c78_1002.tar.bz2  3 years and 10 months ago 134 main
conda 243.3 kB | osx-64/r-htree-2.0.0-r41h28b5c78_1002.tar.bz2  3 years and 10 months ago 129 main
conda 240.2 kB | linux-64/r-htree-2.0.0-r40hcfec24a_1002.tar.bz2  3 years and 10 months ago 2438 main
conda 240.1 kB | linux-64/r-htree-2.0.0-r41hcfec24a_1002.tar.bz2  3 years and 10 months ago 2449 main
conda 249.4 kB | osx-64/r-htree-2.0.0-r36h17f1fa6_1002.tar.bz2  4 years and 10 months ago 308 main
conda 248.4 kB | osx-64/r-htree-2.0.0-r40h17f1fa6_1002.tar.bz2  4 years and 10 months ago 326 main
conda 244.1 kB | linux-64/r-htree-2.0.0-r40hcdcec82_1002.tar.bz2  4 years and 10 months ago 3147 main
conda 245.1 kB | linux-64/r-htree-2.0.0-r36hcdcec82_1002.tar.bz2  4 years and 10 months ago 3128 main
conda 245.6 kB | osx-64/r-htree-2.0.0-r36h159158b_1001.tar.bz2  5 years and 8 months ago 336 main cf202003
conda 244.3 kB | osx-64/r-htree-2.0.0-r35h159158b_1001.tar.bz2  5 years and 8 months ago 336 main cf202003
conda 243.5 kB | linux-64/r-htree-2.0.0-r35hcdcec82_1001.tar.bz2  5 years and 8 months ago 3906 main cf202003
conda 244.6 kB | linux-64/r-htree-2.0.0-r36hcdcec82_1001.tar.bz2  5 years and 8 months ago 3837 main cf202003
conda 243.5 kB | linux-64/r-htree-2.0.0-r351hc070d10_0.tar.bz2  6 years and 4 months ago 4639 main cf202003 cf201901
conda 243.3 kB | linux-64/r-htree-2.0.0-r351h96ca727_1000.tar.bz2  6 years and 4 months ago 4421 main gcc7 cf202003
conda 244.5 kB | osx-64/r-htree-2.0.0-r351hc070d10_0.tar.bz2  6 years and 4 months ago 362 main cf202003 cf201901
conda 244.1 kB | osx-64/r-htree-2.0.0-r351h46e59ec_1000.tar.bz2  6 years and 4 months ago 351 main gcc7 cf202003
conda 170.5 kB | linux-64/r-htree-2.0.0-r341hc070d10_0.tar.bz2  6 years and 8 months ago 4825 main cf202003 cf201901
conda 171.4 kB | osx-64/r-htree-2.0.0-r341hc070d10_0.tar.bz2  6 years and 8 months ago 337 main cf202003 cf201901

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