A hybrid deterministic-deterministic approach for high-dimensional Bayesian variable selection with a default prior
From MaRDI portal
Publication:6567466
DOI10.1007/S00180-023-01368-YMaRDI QIDQ6567466
Publication date: 5 July 2024
Published in: Computational Statistics (Search for Journal in Brave)
greedy algorithmforward selectionhigh-dimensional Bayesian linear regressionhighest probability model (HPM)
Cites Work
- Title not available (Why is that?)
- Title not available (Why is that?)
- Title not available (Why is that?)
- Posterior model consistency in variable selection as the model dimension grows
- On the computational complexity of high-dimensional Bayesian variable selection
- Bayes and empirical-Bayes multiplicity adjustment in the variable-selection problem
- Inverses of \(2\times 2\) block matrices
- The expectation-maximization approach for Bayesian quantile regression
- Optimal predictive model selection.
- The matrix ridge approximation: algorithms and applications
- Bayesian selection of best subsets via hybrid search
- Forward Regression for Ultra-High Dimensional Variable Screening
- Extended Bayesian information criteria for model selection with large model spaces
- The horseshoe estimator for sparse signals
- The Bayesian Lasso
- Bayesian Model Averaging for Linear Regression Models
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- The Spike-and-Slab LASSO
- A Reference Bayesian Test for Nested Hypotheses and its Relationship to the Schwarz Criterion
- Using the EM algorithm for Bayesian variable selection in logistic regression models with related covariates
- EMVS: The EM Approach to Bayesian Variable Selection
- Skinny Gibbs: A Consistent and Scalable Gibbs Sampler for Model Selection
- Bayesian Analysis of Binary and Polychotomous Response Data
- Shotgun Stochastic Search for “Largep” Regression
- Objective Bayesian Variable Selection
This page was built for publication: A hybrid deterministic-deterministic approach for high-dimensional Bayesian variable selection with a default prior
Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6567466)