Spatiotemporal clustering using Gaussian processes embedded in a mixture model
From MaRDI portal
Publication:6626407
DOI10.1002/env.2681zbMATH Open1545.62961MaRDI QIDQ6626407
Jarno P Vanhatalo, Scott D. Foster, Geoffrey R. Hosack
Publication date: 28 October 2024
Published in: Environmetrics (Search for Journal in Brave)
mixturespatialclusteringGaussian processLaplace approximationcommunity ecologyspatiotemporalregions of common profiles
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Bayesian scanning of spatial disease rates with integrated nested Laplace approximation (INLA)
- The classification society's bibliography over four decades: history and content analysis
- Spatial latent class analysis model for spatially distributed multivariate binary data
- Slice sampling. (With discussions and rejoinder)
- Markov chain Monte Carlo with the integrated nested Laplace approximation
- Dynamic model-based clustering for spatio-temporal data
- A survey of Bayesian predictive methods for model assessment, selection and comparison
- Hierarchical multivariate mixture generalized linear models for the analysis of spatial data: An application to disease mapping
- Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations
- Handbook of Spatial Statistics
- Accurate Approximations for Posterior Moments and Marginal Densities
- Finding Groups in Data
- A spatial scan statistic
- Hidden Markov Models and Disease Mapping
- Dealing With Label Switching in Mixture Models
- Finite mixture models
- Finite Mixture Models for Mapping Spatially Dependent Disease Counts
- Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)
- Restricted spatial regression in practice: geostatistical models, confounding, and robustness under model misspecification
- Modelling biological regions from multi‐species and environmental data
- Spatiotemporal multivariate mixture models for Bayesian model selection in disease mapping
- A multivariate spatial mixture model for areal data: examining regional differences in standardized test scores
- Ecological grouping of survey sites when sampling artefacts are present
This page was built for publication: Spatiotemporal clustering using Gaussian processes embedded in a mixture model