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R2BayesX

R package R2BayesX: Estimate Structured Additive Regression Models with ’BayesX’. An R interface to estimate structured additive regression (STAR) models with ’BayesX’.

Keywords for this software

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  • R package
  • R
  • regularization
  • Location Scale and Shape
  • MCMC
  • probabilistic forecasting
  • Journal of Statistical Software
  • bamlss
  • backfitting
  • Journal Open Source Software
  • gradient boosting
  • smoothing
  • multidimensional penalized splines
  • distributional regression
  • Bayesian Additive Models
  • penalization
  • excess hazard modelling
  • JOSS
  • generalized additive model
  • spike and slab priors

  • URL: cran.r-project.org/web...
  • Code
  • InternetArchive
  • Manual: cran.r-project.org/web...
  • Authors: Nikolaus Umlauf, Thomas Kneib, Stefan Lang, Achim Zeileis
  • Dependencies: R

  • Add information on this software.


  • Related software:
  • R
  • BayesX
  • mgcv
  • bamlss
  • CRAN
  • grplasso
  • MultiBUGS
  • BayesXsrc
  • VGAM
  • spBayesSurv
  • Show more...
  • WinBUGS
  • INLA
  • brms
  • Octave
  • FlashAustria
  • gamlss.tr
  • distreg.vis
  • Matlab
  • survPen
  • rstpm2
  • Show less...

References in zbMATH (referenced in 4 articles )

Showing results 1 to 4 of 4.
y Sorted by year (citations)

  1. Umlauf, N., Klein, N., Simon, T., Zeileis, A: bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond) (2021) not zbMATH
  2. Mathieu Fauvernier; Laurent Remontet; Zoé Uhry; Nadine Bossard; Laurent Roche: survPen: an R package for hazard and excess hazard modelling with multidimensional penalized splines (2019) not zbMATH
  3. Haiming Zhou, Timothy Hanson, Jiajia Zhang: spBayesSurv: Fitting Bayesian Spatial Survival Models Using R (2017) arXiv
  4. Scheipl, Fabian; Kneib, Thomas; Fahrmeir, Ludwig: Penalized likelihood and Bayesian function selection in regression models (2013)

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