Big data Bayesian linear regression and variable selection by normal-inverse-gamma summation
type: Item
instance of: scholarly article
title: Big data Bayesian linear regression and variable selection by normal-inverse-gamma summation
zbMATH Open document ID: 1407.62262
DOI: 10.1214/17-BA1083
author: Hang Qian
published in: Bayesian Analysis
publication date: 2018-12-06T00:00:00Z
full work available at URL: https://projecteuclid.org/euclid.ba/1510110046
Mathematics Subject Classification ID: 62J05
Mathematics Subject Classification ID: 62F15
Mathematics Subject Classification ID: 62J07
Mathematics Subject Classification ID: 62P20
zbMATH DE Number: 6989974
zbMATH Keywords: conjugate prior
zbMATH Keywords: hierarchical shrinkage
zbMATH Keywords: Bayesian linear regression
zbMATH Keywords: variable selection
describes a project that uses: MapReduce
describes a project that uses: BayesSummaryStatLM
MaRDI profile type: Publication
cites work: A simple recursive forecasting model
cites work: Q4845386
cites work: A Selective Overview of Variable Selection in High Dimensional Feature Space (Invited Review Article)
cites work: Calibration and empirical Bayes variable selection
cites work: Q4344410
cites work: Bayesian reduced rank regression in econometrics
cites work: Secure Bayesian model averaging for horizontally partitioned data
cites work: Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
cites work: Bayesian Model Selection in High-Dimensional Settings
cites work: Variable selection for regression models
cites work: VIF Regression: A Fast Regression Algorithm for Large Data
cites work: Bayesian Graphical Models for Discrete Data
cites work: The Bayesian Lasso
cites work: Bayesian Model Averaging for Linear Regression Models
cites work: Nonparametric regression using Bayesian variable selection
cites work: Q4864293
cites work: Q3802438
OpenAlex ID: W2767832667
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description: scientific article; zbMATH DE number 6989974