stan4bart
Bayesian Additive Regression Trees with Stan-Sampled Parametric Extensions
Fits semiparametric linear and multilevel models with non-parametric additive Bayesian additive regression tree (BART; Chipman, George, and McCulloch (2010) doi:10.1214/09-AOAS285) components and Stan (Stan Development Team (2021) https://mc-stan.org/) sampled parametric ones. Multilevel models can be expressed using 'lme4' syntax (Bates, Maechler, Bolker, and Walker (2015) doi:10.18637/jss.v067.i01).
- Version0.0-10
- R versionunknown
- LicenseGPL (≥ 3)
- Needs compilation?Yes
- Last release09/04/2024
Documentation
Team
Vincent Dorie
Martin Maechler
Show author detailsRolesContributorDouglas Bates
Steve Walker
Show author detailsRolesContributorBen Bolker
Show author detailsRolesContributorBen Goodrich
Show author detailsRolesContributorJonah Gabry
Show author detailsRolesContributorPeter Li
Show author detailsRolesContributorJiqiang Guo
Show author detailsRolesContributorJoshua Pritikin
Show author detailsRolesContributorSam Brilleman
Show author detailsRolesContributorAndrew Gelman
Show author detailsRolesContributorTrustees of Columbia University
Show author detailsRolesCopyright holderSteven G. Johnson
Show author detailsRolesContributorMichael Malecki
Show author detailsRolesContributorThe Regents of the University of California
Show author detailsRolesCopyright holderRob Goedman
Show author detailsRolesContributorBob Carpenter
Show author detailsRolesContributorMatt Hoffman
Show author detailsRolesContributorDaniel Lee
Show author detailsRolesContributorMichael Betancourt
Show author detailsRolesContributorMarcus Brubaker
Show author detailsRolesContributorAllen Riddell
Show author detailsRolesContributorMarco Inacio
Show author detailsRolesContributorMitzi Morris
Show author detailsRolesContributorJeffrey Arnold
Show author detailsRolesContributorBrian Lau
Show author detailsRolesContributorRob Trangucci
Show author detailsRolesContributorAlp Kucukelbir
Show author detailsRolesContributorRobert Grant
Show author detailsRolesContributorDustin Tran
Show author detailsRolesContributorYuanjun Gao
Show author detailsRolesContributorLawrence Livermore National Security
Show author detailsRolesCopyright holderSouthern Methodist University
Show author detailsRolesCopyright holderFree Software Foundation
Show author detailsRolesCopyright holderArmon Dadgar
Show author detailsRolesContributorGuido U Draheim
Show author detailsRolesContributorMaarten Bosmans
Show author detailsRolesContributorChristophe Tournayre
Show author detailsRolesContributorMichael Petch
Show author detailsRolesContributorRafael de Lucena Valle
Show author detailsRolesContributorMatteo Frigo
Show author detailsRolesContributorScott Pakin
Imad Ali
Show author detailsRolesContributorPaul-Christian Burkner
Show author detailsRolesContributorBothner Per
Show author detailsRolesContributorElliston Ben
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Dependencies
- Depends1 package
- Imports2 packages
- Suggests2 packages
- Linking To5 packages
- Reverse Suggests1 package