JOURNAL ARTICLE

Bayesian Variable Selection Under High-Dimensional Settings with Grouped Covariates

Pranay AgarwalSubhajit DuttaMinerva Mukhopadhyay

Year: 2025 Journal:   Bayesian Analysis Vol: -1 (-1)   Publisher: International Society for Bayesian Analysis
Keywords:
Covariate Feature selection Statistics Bayesian probability Mathematics Selection (genetic algorithm) Variable (mathematics) Econometrics Computer science Artificial intelligence

Metrics

0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
65
Refs
0.10
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Statistical Methods and Inference
Physical Sciences →  Mathematics →  Statistics and Probability
Bayesian Methods and Mixture Models
Physical Sciences →  Computer Science →  Artificial Intelligence
Statistical Methods and Bayesian Inference
Physical Sciences →  Mathematics →  Statistics and Probability

Related Documents

DISSERTATION

Bayesian grouped variable selection

Sudhir Raman

University:   edoc (University of Basel) Year: 2012
JOURNAL ARTICLE

Bayesian model selection for a linear model with grouped covariates

Xiaoyi MinDongchu Sun

Journal:   Annals of the Institute of Statistical Mathematics Year: 2015 Vol: 68 (4)Pages: 877-903
JOURNAL ARTICLE

Model Based Screening Embedded Bayesian Variable Selection for Ultra-high Dimensional Settings

Dongjin LiSomak DuttaVivekananda Roy

Journal:   Journal of Computational and Graphical Statistics Year: 2022 Vol: 32 (1)Pages: 61-73
© 2026 ScienceGate Book Chapters — All rights reserved.