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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 26 days ago 254 main
conda 226.6 kB | win-64/r-htree-2.0.0-r43h11b023d_1005.conda  8 months and 26 days ago 272 main
conda 231.6 kB | osx-64/r-htree-2.0.0-r44h6b9d099_1005.conda  8 months and 26 days ago 227 main
conda 229.5 kB | osx-64/r-htree-2.0.0-r43h6b9d099_1005.conda  8 months and 26 days ago 201 main
conda 231.0 kB | linux-64/r-htree-2.0.0-r44hdb488b9_1005.conda  8 months and 26 days ago 955 main
conda 228.6 kB | linux-64/r-htree-2.0.0-r43hdb488b9_1005.conda  8 months and 26 days ago 971 main
conda 233.3 kB | osx-64/r-htree-2.0.0-r42h6dc245f_1004.conda  1 year and 9 months ago 248 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 1522 main
conda 228.4 kB | linux-64/r-htree-2.0.0-r43h57805ef_1004.conda  1 year and 9 months ago 1515 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 1856 main
conda 240.6 kB | linux-64/r-htree-2.0.0-r41h06615bd_1003.tar.bz2  2 years and 5 months ago 1840 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 2442 main
conda 240.1 kB | linux-64/r-htree-2.0.0-r41hcfec24a_1002.tar.bz2  3 years and 10 months ago 2454 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 3152 main
conda 245.1 kB | linux-64/r-htree-2.0.0-r36hcdcec82_1002.tar.bz2  4 years and 11 months ago 3131 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 3910 main cf202003
conda 244.6 kB | linux-64/r-htree-2.0.0-r36hcdcec82_1001.tar.bz2  5 years and 8 months ago 3841 main cf202003
conda 243.5 kB | linux-64/r-htree-2.0.0-r351hc070d10_0.tar.bz2  6 years and 4 months ago 4642 main cf202003 cf201901
conda 243.3 kB | linux-64/r-htree-2.0.0-r351h96ca727_1000.tar.bz2  6 years and 4 months ago 4423 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 4830 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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