Spatiotemporal clustering using Gaussian processes embedded in a mixture model
type: Item
instance of: scholarly article
title: Spatiotemporal clustering using Gaussian processes embedded in a mixture model
zbMATH Open document ID: 1545.62961
author: Jarno Vanhatalo
author: Scott D. Foster
author: Geoffrey R. Hosack
published in: Environmetrics
publication date: 2024-10-28T00:00:00Z
Mathematics Subject Classification ID: 62P12
zbMATH DE Number: 7933507
zbMATH Keywords: clustering
zbMATH Keywords: community ecology
zbMATH Keywords: Gaussian process
zbMATH Keywords: Laplace approximation
zbMATH Keywords: mixture
zbMATH Keywords: regions of common profiles
zbMATH Keywords: spatial
zbMATH Keywords: spatiotemporal
MaRDI profile type: Publication
cites work: Q3952985
cites work: Finite Mixture Models for Mapping Spatially Dependent Disease Counts
cites work: Bayesian scanning of spatial disease rates with integrated nested Laplace approximation (INLA)
cites work: Q3058567
cites work: Q3932189
cites work: Modelling biological regions from multi‐species and environmental data
cites work: Ecological grouping of survey sites when sampling artefacts are present
cites work: Handbook of Spatial Statistics
cites work: Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)
cites work: Markov chain Monte Carlo with the integrated nested Laplace approximation
cites work: Hidden Markov Models and Disease Mapping
cites work: Restricted spatial regression in practice: geostatistical models, confounding, and robustness under model misspecification
cites work: Finding Groups in Data
cites work: A spatial scan statistic
cites work: Spatiotemporal multivariate mixture models for Bayesian model selection in disease mapping
cites work: Finite mixture models
cites work: The classification society's bibliography over four decades: history and content analysis
cites work: Q3172405
cites work: Slice sampling. (With discussions and rejoinder)
cites work: A multivariate spatial mixture model for areal data: examining regional differences in standardized test scores
cites work: Dynamic model-based clustering for spatio-temporal data
cites work: Q3394879
cites work: Q5405241
cites work: Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations (with discussion)
cites work: Dealing With Label Switching in Mixture Models
cites work: Accurate Approximations for Posterior Moments and Marginal Densities
cites work: Hierarchical multivariate mixture generalized linear models for the analysis of spatial data: an application to disease mapping
cites work: Q5406030
cites work: A survey of Bayesian predictive methods for model assessment, selection and comparison
cites work: Spatial latent class analysis model for spatially distributed multivariate binary data
DOI: 10.1002/ENV.2681
description: scientific article; zbMATH DE number 7933507