Analyzing environmental-trait interactions in ecological communities with fourth-corner latent variable models

DOI10.1002/env.2683zbMath1545.62884MaRDI QIDQ6626404

Francis K. C. Hui, Sara Taskinen, David I. Warton, Jenni Niku

Publication date: 28 October 2024

Published in: Environmetrics (Search for Journal in Brave)

zbMATH Keywords

variational approximationgeneralized linear mixed modelcommunity analysismultivariate abundance datajoint species distribution modelfourth-corner problem

Mathematics Subject Classification ID

Applications of statistics to environmental and related topics (62P12)

Cites Work

• The sequential rejection principle of familywise error control
• Asymptotic normality and valid inference for Gaussian variational approximation
• The importance of scale for spatial-confounding bias and precision of spatial regression estimators
• Generalized linear latent variable models for multivariate count and biomass data in ecology
• From Plant Traits to Plant Communities: A Statistical Mechanistic Approach to Biodiversity
• Standard Errors of Prediction in Generalized Linear Mixed Models
• Model Selection and Multimodel Inference
• Estimation of Generalized Linear Latent Variable Models
• Hierarchical Factor Models for Large Spatially Misaligned Data: A Low‐Rank Predictive Process Approach
• Spatial Factor Models for High-Dimensional and Large Spatial Data: An Application in Forest Variable Mapping
• Frequentist Consistency of Variational Bayes

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