IDE (0.3.0)

0 users

Integro-Difference Equation Spatio-Temporal Models.

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) . 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.

Maintainer: Andrew Zammit-Mangion
Author(s): Andrew Zammit-Mangion [aut, cre]

License: GPL (>= 2)

Uses: DEoptim, dplyr, FRK, ggplot2, Matrix, sp, spacetime, sparseinv, tidyr, knitr

Released 11 months ago.

2 previous versions



  (0 votes)


  (0 votes)

Log in to vote.


No one has written a review of IDE yet. Want to be the first? Write one now.

Related packages: RNetCDF, RandomFields, argosfilter, diveMove, lme4, nlme, oce, pastecs, plm, rgl, spBayes, sp, spatstat, splancs, surveillance, tripEstimation, gstat, trip, xts, Stem(20 best matches, based on common tags.)

Search for IDE on google, google scholar, r-help, r-devel.

Visit IDE on R Graphical Manual.