mvtboost: Tree Boosting for Multivariate Outcomes

Fits a multivariate model of decision trees for multiple, continuous outcome variables. A model for each outcome variable is fit separately, selecting predictors that explain covariance in the outcomes. Built on top of 'gbm', which fits an ensemble of decision trees to univariate outcomes.

AuthorPatrick Miller [aut, cre]
Date of publication2016-12-05 18:28:47
MaintainerPatrick Miller <patrick.mil10@gmail.com>
LicenseGPL (>= 2) | file LICENSE
Version0.5.0
https://github.com/patr1ckm/mvtboost

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Files

mvtboost
mvtboost/inst
mvtboost/inst/doc
mvtboost/inst/doc/mvtboost_vignette.R
mvtboost/inst/doc/mvtboost_vignette.html
mvtboost/inst/doc/mvtboost_wellbeing.R
mvtboost/inst/doc/mvtboost_vignette.Rmd
mvtboost/inst/doc/mvtboost_wellbeing.Rmd
mvtboost/inst/doc/mvtboost_wellbeing.html
mvtboost/tests
mvtboost/tests/testthat.R
mvtboost/tests/testthat
mvtboost/tests/testthat/Rplots.pdf
mvtboost/tests/testthat/test_plot.R
mvtboost/tests/testthat/raw
mvtboost/tests/testthat/test_params.R
mvtboost/tests/testthat/test_intx.R
mvtboost/tests/testthat/test_summary.R
mvtboost/tests/testthat/test_predict.R
mvtboost/tests/testthat/test_covex.R
mvtboost/tests/testthat/test_cv.R
mvtboost/tests/testthat/test_speed.R
mvtboost/NAMESPACE
mvtboost/NEWS.md
mvtboost/data
mvtboost/data/wellbeing.RData
mvtboost/R
mvtboost/R/mvtb_covex.R mvtboost/R/mvtb_plots.R mvtboost/R/mvtb_grid_tune.R mvtboost/R/mvtboost.R mvtboost/R/mvtb_summary.R mvtboost/R/mvtb_nonlin_test.R
mvtboost/vignettes
mvtboost/vignettes/wb_cv5test.Rdata
mvtboost/vignettes/wb_cv5.Rdata
mvtboost/vignettes/mvtboost_vignette.Rmd
mvtboost/vignettes/mvtboost_wellbeing.Rmd
mvtboost/vignettes/wb_nonlin.Rdata
mvtboost/README.md
mvtboost/MD5
mvtboost/build
mvtboost/build/vignette.rds
mvtboost/build/partial.rdb
mvtboost/DESCRIPTION
mvtboost/man
mvtboost/man/mvtb.ri.Rd mvtboost/man/mvtb.covex.Rd mvtboost/man/mvtb.perspec.Rd mvtboost/man/addalpha.Rd mvtboost/man/plot.mvtb.Rd mvtboost/man/wellbeing.Rd mvtboost/man/mvtb.uncomp.Rd mvtboost/man/mvtb.heat.Rd mvtboost/man/print.mvtb.Rd mvtboost/man/mvtb.nonlin.Rd mvtboost/man/colorRampPaletteAlpha.Rd mvtboost/man/predict.mvtb.Rd mvtboost/man/mvtb.Rd mvtboost/man/summary.mvtb.Rd mvtboost/man/mvtboost-package.Rd mvtboost/man/mvtb.cluster.Rd
mvtboost/LICENSE

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