Intuitive Joint Priors for Bayesian Linear Multilevel Models: The R2D2M2 prior

15 August 2022

Papers citing "Intuitive Joint Priors for Bayesian Linear Multilevel Models: The R2D2M2 prior"

10 / 10 papers shown

Title
Projection Predictive Inference for Generalized Linear and Additive Multilevel Models Alejandro Catalina Paul-Christian Bürkner Aki Vehtari 15 28 0 14 Oct 2020
Group Heterogeneity Assessment for Multilevel Models Topi Paananen Alejandro Catalina Paul-Christian Bürkner Aki Vehtari 9 1 0 06 May 2020
Statistical significance in high-dimensional linear mixed models Lina Lin Mathias Drton Ali Shojaie 53 5 0 16 Dec 2019
Shrinkage with shrunken shoulders: Gibbs sampling shrinkage model posteriors with guaranteed convergence rates A. Nishimura M. Suchard 75 9 0 06 Nov 2019
Bayesian Item Response Modeling in R with brms and Stan Paul-Christian Bürkner 34 382 0 23 May 2019
Probabilistic Programming with Densities in SlicStan: Efficient, Flexible and Deterministic Maria I. Gorinova Andrew D. Gordon Charles Sutton 50 23 0 02 Nov 2018
Fitting Linear Mixed-Effects Models using lme4 D. Bates M. Machler B. Bolker Steven C. Walker KELM 44 71,467 0 23 Jun 2014
Dirichlet-Laplace priors for optimal shrinkage A. Bhattacharya D. Pati Natesh S. Pillai David B. Dunson 79 440 0 21 Jan 2014
MCMC using Hamiltonian dynamics Radford M. Neal 285 3,278 0 09 Jun 2012
The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo Matthew D. Hoffman Andrew Gelman 142 4,275 0 18 Nov 2011