Dynamic models for spatiotemporal data

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Bayesian Modelling and Inference on Mixtures of Distributions (2005, background): “2002), spatio-temporal models (Stroud et al. 2001), structural equation models (Zhu and Lee 2001), disease mapping (Green and Richardson 2002), analysis of proportions (Brooks 2001), correlated data and clustered models (Chib and Hamilton 2000, Dunson 2000, Chen and Dey 2000), classification and dis”
Basis-Function Models in Spatial Statistics (2021, methodology): “Basis functions have often been used in dynamic spatio-temporal models, such as in Wikle & Cressie (1999), Wikle et al. (2001), Stroud et al. (2001), Sahu & Mardia (2005), Sansó et al. (2008), Dewar et al. (2009), Cressie et al. (2010), Freestone et al. (2011), Cressie & Wikle (2011), Katzfuss &…”
Fixed rank kriging for very large spatial data sets (2008, methodology): “This is similar to the form that was given by Stroud et al. (2001), although they used it to motivate a spatiotemporal model and did not have in mind inverting Σ for kriging.”
Generalized Spatial and Spatiotemporal Autoregressive Conditional Heteroscedasticity (2016, background): “Moreover, Ombao et al. (2008), and Stroud et al. (2001) discussed nonstationary spatiotemporal models.”