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: http://github.com/andrewzm/IDE/issues
Depends: R (>= 3.4.0)
Encoding: UTF-8
VignetteBuilder: knitr
NeedsCompilation: no
License: GPL (>= 2)
RoxygenNote: 6.1.0
Config/pak/sysreqs: libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev
        make libicu-dev libuv1-dev libssl-dev libproj-dev
        libsqlite3-dev libudunits2-dev
Repository: https://andrewzm.r-universe.dev
Date/Publication: 2022-05-29 22:47:49 UTC
RemoteUrl: https://github.com/andrewzm/ide
RemoteRef: HEAD
RemoteSha: fa9b21f3228b860e19f6e1dd70d5edea9b4dd12c
Packaged: 2026-07-14 06:35:35 UTC; root
Author: Andrew Zammit-Mangion [aut, cre]