A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
Hierarchical dynamic modeling of outbreaks of mountain pine beetle using partial differential equations
In this article, we develop spatial—temporal generalized linear mixed models for spatial—temporal binary data observed on a spatial lattice and repeatedly over discrete time points. To account for spatial and temporal dependence, we introduce a spatial—temporal random effect in the link function and model by a diffusion—convection dynamic model. We propose a Bayesian hierarchical model for statistical inference and devise Markov chain Monte Carlo algorithms for computation. We illustrate the methodology by an example of outbreaks of mountain pine beetle on the Chilcotin Plateau of British Columbia, Canada. We examine the effect of environmental factors while accounting for the potential spatial and temporal dependence. Copyright © 2010 John Wiley & Sons, Ltd.
Hierarchical dynamic modeling of outbreaks of mountain pine beetle using partial differential equations
In this article, we develop spatial—temporal generalized linear mixed models for spatial—temporal binary data observed on a spatial lattice and repeatedly over discrete time points. To account for spatial and temporal dependence, we introduce a spatial—temporal random effect in the link function and model by a diffusion—convection dynamic model. We propose a Bayesian hierarchical model for statistical inference and devise Markov chain Monte Carlo algorithms for computation. We illustrate the methodology by an example of outbreaks of mountain pine beetle on the Chilcotin Plateau of British Columbia, Canada. We examine the effect of environmental factors while accounting for the potential spatial and temporal dependence. Copyright © 2010 John Wiley & Sons, Ltd.
Hierarchical dynamic modeling of outbreaks of mountain pine beetle using partial differential equations
Zheng, Yanbing (author) / Aukema, Brian H. (author)
Environmetrics ; 21 ; 801-816
2010-11-01
16 pages
Article (Journal)
Electronic Resource
English