Bayesian computing with INLA: new features
type: Item
instance of: scholarly article
title: Bayesian computing with INLA: new features
zbMATH Open document ID: 1471.62135
author: Thiago G. Martins
author: Finn Lindgren
author: Håvard Rue
author: D. Simpson
published in: Computational Statistics and Data Analysis
publication date: 2018-11-02T00:00:00Z
full work available at URL: https://arxiv.org/abs/1210.0333
full work available at URL: 1210.0333.pdf
Mathematics Subject Classification ID: 62-08
Mathematics Subject Classification ID: 62F15
zbMATH DE Number: 6970873
zbMATH Keywords: approximate Bayesian inference
zbMATH Keywords: INLA
zbMATH Keywords: latent Gaussian models
describes a project that uses: INLA
describes a project that uses: GMRFLib
describes a project that uses: Stem
MaRDI profile type: Publication
OpenAlex ID: W2058753770
Wikidata QID: Q57266352
arXiv ID: 1210.0333
cites work: Spatio-temporal modeling of particulate matter concentration through the SPDE approach
cites work: Q5396613
cites work: Approximate Bayesian inference for large spatial datasets using predictive process models
cites work: Q3552947
cites work: Bayesian inference for generalized linear mixed models
cites work: Approximate Bayesian inference in spatial GLMM with skew normal latent variables
cites work: A toolbox for fitting complex spatial point process models using integrated nested Laplace approximation (INLA)
cites work: Bayesian inference for animal space use and other movement metrics
cites work: An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach
cites work: Approximate Bayesian inference for survival models
cites work: Gaussian Markov Random 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: Direct fitting of dynamic models using integrated nested Laplace approximations -- INLA
cites work: Bayesian Measures of Model Complexity and Fit
cites work: Simultaneous credible bands for latent Gaussian models
cites work: Accurate Approximations for Posterior Moments and Marginal Densities
cites work: Approximate simulation-free Bayesian inference for multiple changepoint models with dependence within segments
cites work: Bayesian inference for additive mixed quantile regression models
DOI: 10.1016/J.CSDA.2013.04.014
description: scientific article