Approximate Bayesian inference in spatial GLMM with skew normal latent variables
type: Item
instance of: scholarly article
title: Approximate Bayesian inference in spatial GLMM with skew normal latent variables
zbMATH Open document ID: 1328.62166
author: Fatemeh Hosseini
author: Jo Eidsvik
author: Mohsen Mohammadzadeh
published in: Computational Statistics and Data Analysis
publication date: 2016-01-12T00:00:00Z
Mathematics Subject Classification ID: 62F15
Mathematics Subject Classification ID: 62J12
Mathematics Subject Classification ID: 62M30
Mathematics Subject Classification ID: 62P12
zbMATH DE Number: 6528960
zbMATH Keywords: approximate Bayesian inference
zbMATH Keywords: closed skew normal distribution
zbMATH Keywords: geostatistics
zbMATH Keywords: latent variables
zbMATH Keywords: MCMC
zbMATH Keywords: skew normal distribution
zbMATH Keywords: spatial generalized linear mixed model
describes a project that uses: glmmAK
MaRDI profile type: Publication
full work available at URL: j.csda.2010.11.011
OpenAlex ID: W1968475514
cites work: Approximate inference for disease mapping
cites work: Q3703094
cites work: The multivariate skew-normal distribution
cites work: Q4322338
cites work: Approximate Inference in Generalized Linear Mixed Models
cites work: Marginal Likelihood from the Gibbs Output
cites work: Bayesian Prediction of Spatial Count Data Using Generalized Linear Mixed Models
cites work: Model-Based Geostatistics
cites work: A multivariate skew normal distribution.
cites work: Q3552947
cites work: ROC `n' rule learning -- towards a better understanding of covering algorithms
cites work: Bayesian Nonparametric Spatial Modeling With Dirichlet Process Mixing
cites work: Estimating classification error rate: repeated cross-validation, repeated hold-out and bootstrap
cites work: A Bayesian prediction using the skew Gaussian distribution.
cites work: Generalized linear mixed model with a penalized Gaussian mixture as a random effects distribution
cites work: Skew random effects in multilevel binomial models
cites work: Q3998435
cites work: Modeling Skewness in Spatial Data Analyis without Data Transformation
cites work: A multivariate semiparametric Bayesian spatial modeling framework for hurricane surface wind fields
cites work: Approximate Bayesian inference for hierarchical Gaussian Markov random field models
cites work: Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations (with discussion)
cites work: A new class of multivariate skew distributions with applications to bayesian regression models
cites work: Accurate Approximations for Posterior Moments and Marginal Densities
cites work: Pairwise likelihood inference in spatial generalized linear mixed models
cites work: On Estimation and Prediction for Spatial Generalized Linear Mixed Models
cites work: General design Bayesian generalized linear mixed models
cites work: Three-step estimation in linear mixed models with skew-\(t\) distributions
DOI: 10.1016/J.CSDA.2010.11.011
description: scientific article; zbMATH DE number 6528960