Package: IDE
Type: Package
Title: Integro-Difference Equation Spatio-Temporal Models
Version: 0.3.1
Date: 2022-05-30
Authors@R: c(
    person("Andrew", "Zammit-Mangion", , "andrewzm@gmail.com", c("aut", "cre")))
Maintainer: Andrew Zammit-Mangion <andrewzm@gmail.com>
Description: The Integro-Difference 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:978-0-471-69274-4) 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 spatially-varying 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. 
Imports: methods, ggplot2, Matrix, sp, spacetime, parallel, dplyr,
        tidyr, FRK, DEoptim, stats, utils, sparseinv
Suggests: knitr
BugReports: https://github.com/andrewzm/IDE/issues/
Depends: R (>= 3.6.0)
Encoding: UTF-8
VignetteBuilder: knitr
NeedsCompilation: no
License: GPL (>= 2)
RoxygenNote: 7.2.0
Packaged: 2022-05-30 00:55:17 UTC; andrew
Author: Andrew Zammit-Mangion [aut, cre]
Repository: CRAN
Date/Publication: 2022-05-30 12:10:14 UTC
Built: R 4.6.0; ; 2026-05-01 04:01:26 UTC; unix
