The IntegroDifference Equation model is a linear, dynamical model used to model phenomena that evolve in space and in time; see, for example, Cressie and Wikle (2011, ISBN:9780471692744) or Dewar et al. (2009) <doi:10.1109/TSP.2008.2005091>. At the heart of the model is the kernel, which dictates how the process evolves from one time point to the next. Both process and parameter reduction are used to facilitate computation, and spatiallyvarying kernels are allowed. Data used to estimate the parameters are assumed to be readings of the process corrupted by Gaussian measurement error. Parameters are fitted by maximum likelihood, and estimation is carried out using an evolution algorithm.
Package details 


Author  Andrew ZammitMangion [aut, cre] 
Maintainer  Andrew ZammitMangion <[email protected]> 
License  GPL (>= 2) 
Version  0.3.0 
Package repository  View on CRAN 
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