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IDE  

Integro-Difference Equation Spatio-Temporal Models
View on CRAN: Click here


Download and install IDE package within the R console
Install from CRAN:
install.packages("IDE")

Install from Github:
library("remotes")
install_github("cran/IDE")

Install by package version:
library("remotes")
install_version("IDE", "0.3.1")



Attach the package and use:
library("IDE")
Maintained by
Andrew Zammit-Mangion
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-05-07
Latest Update: 2022-05-30
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) . 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.
How to cite:
Andrew Zammit-Mangion (2018). IDE: Integro-Difference Equation Spatio-Temporal Models. R package version 0.3.1, https://cran.r-project.org/web/packages/IDE. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.1.0 (2018-05-07 15:22), 0.2.0 (2018-08-07 12:40), 0.3.0 (2019-06-24 07:40)
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Complete documentation for IDE
Functions, R codes and Examples using the IDE R package
Some associated functions: IDE-package . IDE . coef.IDE . constant_basis . show_kernel . simIDE . 
Some associated R codes: IDE.R . IDEfunctions.R .  Full IDE package functions and examples
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