Bayesian variable selection and computation for generalized linear models with
 conjugate priors

Ming-Hui Chen; Lan Huang; Joseph G. Ibrahim; Sungduk Kim

doi:10.1214/08-ba323

Bayesian variable selection and computation for generalized linear models with conjugate priors

Bayesian Analysis ◽

10.1214/08-ba323 ◽

2008 ◽

Vol 3 (3) ◽

pp. 585-613 ◽

Cited By ~ 24

Author(s):

Ming-Hui Chen ◽

Lan Huang ◽

Joseph G. Ibrahim ◽

Sungduk Kim

Keyword(s):

Variable Selection ◽

Generalized Linear Models ◽

Linear Models ◽

Bayesian Variable Selection ◽

Conjugate Priors

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Bayesian variable selection for high dimensional generalized linear models: Convergence rates of the fitted densities

The Annals of Statistics ◽

10.1214/009053607000000019 ◽

2007 ◽

Vol 35 (4) ◽

pp. 1487-1511 ◽

Cited By ~ 34

Author(s):

Wenxin Jiang

Keyword(s):

Variable Selection ◽

Generalized Linear Models ◽

Linear Models ◽

Convergence Rates ◽

Bayesian Variable Selection ◽

High Dimensional ◽

Selection For

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Sampling Schemes for Bayesian Variable Selection in Generalized Linear Models

Journal of Computational and Graphical Statistics ◽

10.1198/1061860043425 ◽

2004 ◽

Vol 13 (2) ◽

pp. 362-382 ◽

Cited By ~ 26

Author(s):

David J Nott ◽

Daniela Leonte

Keyword(s):

Variable Selection ◽

Generalized Linear Models ◽

Linear Models ◽

Bayesian Variable Selection ◽

Sampling Schemes

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Nonlocal priors for Bayesian variable selection in generalized linear models and generalized linear mixed models and their applications in biology data

10.32469/10355/56998 ◽

2016 ◽

Author(s):

Ho-Hsiang Wu

Keyword(s):

Variable Selection ◽

Generalized Linear Models ◽

Mixed Models ◽

Linear Models ◽

Generalized Linear Mixed Models ◽

Linear Mixed Models ◽

Bayesian Variable Selection

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Incorporating spatial structure into inclusion probabilities for Bayesian variable selection in generalized linear models with the spike-and-slab elastic net

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2021.07.010 ◽

2021 ◽

Author(s):

Justin M. Leach ◽

Inmaculada Aban ◽

Nengjun Yi

Keyword(s):

Variable Selection ◽

Spatial Structure ◽

Generalized Linear Models ◽

Linear Models ◽

Bayesian Variable Selection ◽

Elastic Net ◽

Inclusion Probabilities

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Consistency of hyper-$g$-prior-based Bayesian variable selection for generalized linear models

Brazilian Journal of Probability and Statistics ◽

10.1214/15-bjps299 ◽

2016 ◽

Vol 30 (4) ◽

pp. 691-709 ◽

Cited By ~ 3

Author(s):

Ho-Hsiang Wu ◽

Marco A. R. Ferreira ◽

Matthew E. Gompper

Keyword(s):

Variable Selection ◽

Generalized Linear Models ◽

Linear Models ◽

Bayesian Variable Selection ◽

Selection For ◽

G Prior

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Bayesian Variable Selection for Generalized Linear Models Using the Power-Conditional-Expected-Posterior Prior

Springer Proceedings in Mathematics & Statistics - Bayesian Statistics from Methods to Models and Applications ◽

10.1007/978-3-319-16238-6_6 ◽

2015 ◽

pp. 59-73

Author(s):

Konstantinos Perrakis ◽

Dimitris Fouskakis ◽

Ioannis Ntzoufras

Keyword(s):

Variable Selection ◽

Generalized Linear Models ◽

Linear Models ◽

Bayesian Variable Selection ◽

Selection For

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Bayesian variable selection in generalized linear models using a combination of stochastic optimization methods

European Journal of Operational Research ◽

10.1016/j.ejor.2012.01.040 ◽

2012 ◽

Vol 220 (2) ◽

pp. 414-422 ◽

Cited By ~ 3

Author(s):

D. Fouskakis

Keyword(s):

Variable Selection ◽

Stochastic Optimization ◽

Generalized Linear Models ◽

Linear Models ◽

Optimization Methods ◽

Bayesian Variable Selection

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Variable selection in high-dimensional double generalized linear models

Statistical Papers ◽

10.1007/s00362-012-0481-y ◽

2012 ◽

Vol 55 (2) ◽

pp. 327-347 ◽

Cited By ~ 11

Author(s):

Dengke Xu ◽

Zhongzhan Zhang ◽

Liucang Wu

Keyword(s):

Variable Selection ◽

Generalized Linear Models ◽

Linear Models ◽

High Dimensional

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An application of Bayesian variable selection to spatial concurrent linear models

Environmental and Ecological Statistics ◽

10.1007/s10651-012-0199-y ◽

2012 ◽

Vol 19 (4) ◽

pp. 521-544 ◽

Cited By ~ 1

Author(s):

Zuofeng Shang ◽

Murray K. Clayton

Keyword(s):

Variable Selection ◽

Linear Models ◽

Bayesian Variable Selection

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Instrumental variable based variable selection for generalized linear models with endogenous covariates

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2018.1425445 ◽

2018 ◽

Vol 48 (6) ◽

pp. 1891-1900

Author(s):

Jiting Huang ◽

Peixin Zhao

Keyword(s):

Variable Selection ◽

Generalized Linear Models ◽

Instrumental Variable ◽

Linear Models ◽

Selection For ◽

Endogenous Covariates

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