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bayesreg

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Software:43042
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swMATH31331CRANbayesregMaRDI QIDQ43042

Bayesian Regression Models with Global-Local Shrinkage Priors

Daniel F. Schmidt, Enes Makalic

Last update: 29 March 2021

Copyright license: GNU General Public License

Software version identifier: 1.2

Source code repository: https://github.com/sara-vanerp/bayesreg


Cites work

  • Shrink Globally, Act Locally: Sparse Bayesian Regularization and Prediction*
  • High-Dimensional Bayesian Regularised Regression with the BayesReg Package


Described by source

  • Shrinkage priors for Bayesian penalized regression


Related Items (7)

Bayesian penalized Buckley-James method for high dimensional bivariate censored regression models ⋮ Bayesian sparse convex clustering via global-local shrinkage priors ⋮ Objective Bayesian edge screening and structure selection for Ising networks ⋮ Analysis of type I and II error rates of Bayesian and frequentist parametric and nonparametric two-sample hypothesis tests under preliminary assessment of normality ⋮ LARGE SAMPLE PROPERTIES OF BAYESIAN ESTIMATION OF SPATIAL ECONOMETRIC MODELS ⋮ A Bayesian time-varying effect model for behavioral mHealth data ⋮ Parameter Estimation in Multiple Dynamic Synaptic Coupling Model Using Bayesian Point Process State-Space Modeling Framework


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This page was last edited on 5 March 2024, at 21:51.
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