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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 268 main
conda 226.6 kB | win-64/r-htree-2.0.0-r43h11b023d_1005.conda  1 year and 1 month ago 292 main
conda 231.6 kB | osx-64/r-htree-2.0.0-r44h6b9d099_1005.conda  1 year and 1 month ago 240 main
conda 229.5 kB | osx-64/r-htree-2.0.0-r43h6b9d099_1005.conda  1 year and 1 month ago 215 main
conda 231.0 kB | linux-64/r-htree-2.0.0-r44hdb488b9_1005.conda  1 year and 1 month ago 1236 main
conda 228.6 kB | linux-64/r-htree-2.0.0-r43hdb488b9_1005.conda  1 year and 1 month ago 1277 main
conda 233.3 kB | osx-64/r-htree-2.0.0-r42h6dc245f_1004.conda  2 years and 1 month ago 253 main
conda 233.1 kB | osx-64/r-htree-2.0.0-r43h6dc245f_1004.conda  2 years and 1 month ago 218 main
conda 229.2 kB | linux-64/r-htree-2.0.0-r42h57805ef_1004.conda  2 years and 1 month ago 1831 main
conda 228.4 kB | linux-64/r-htree-2.0.0-r43h57805ef_1004.conda  2 years and 1 month ago 1800 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 2157 main
conda 240.6 kB | linux-64/r-htree-2.0.0-r41h06615bd_1003.tar.bz2  2 years and 10 months ago 2116 main
conda 243.4 kB | osx-64/r-htree-2.0.0-r40h28b5c78_1002.tar.bz2  4 years and 2 months ago 138 main
conda 243.3 kB | osx-64/r-htree-2.0.0-r41h28b5c78_1002.tar.bz2  4 years and 2 months ago 133 main
conda 240.2 kB | linux-64/r-htree-2.0.0-r40hcfec24a_1002.tar.bz2  4 years and 2 months ago 2729 main
conda 240.1 kB | linux-64/r-htree-2.0.0-r41hcfec24a_1002.tar.bz2  4 years and 2 months ago 2748 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 3451 main
conda 245.1 kB | linux-64/r-htree-2.0.0-r36hcdcec82_1002.tar.bz2  5 years and 3 months ago 3455 main
conda 245.6 kB | osx-64/r-htree-2.0.0-r36h159158b_1001.tar.bz2  6 years and 26 days ago 341 main cf202003
conda 244.3 kB | osx-64/r-htree-2.0.0-r35h159158b_1001.tar.bz2  6 years and 26 days ago 340 main cf202003
conda 243.5 kB | linux-64/r-htree-2.0.0-r35hcdcec82_1001.tar.bz2  6 years and 26 days ago 4214 main cf202003

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