Package: IDE 0.3.1

IDE: 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) <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.

Authors:Andrew Zammit-Mangion [aut, cre]

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IDE/json (API)

# Install 'IDE' in R:
install.packages('IDE', repos = c('https://andrewzm.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/andrewzm/ide/issues

On CRAN:

Conda:

3.70 score 1 stars 9 scripts 232 downloads 81 mentions 5 exports 127 dependencies

Last updated 3 years agofrom:fa9b21f322. Checks:1 ERROR, 8 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesFAILMar 10 2025
R-4.5-winWARNINGMar 10 2025
R-4.5-macWARNINGMar 10 2025
R-4.5-linuxWARNINGMar 10 2025
R-4.4-winWARNINGMar 10 2025
R-4.4-macWARNINGMar 10 2025
R-4.4-linuxWARNINGMar 10 2025
R-4.3-winWARNINGMar 10 2025
R-4.3-macWARNINGMar 10 2025

Exports:constant_basisfit.IDEIDEshow_kernelsimIDE

Dependencies:abindbackportsbase64encbootbroombslibcachemcarcarDatacheckmateclassclassIntcliclustercolorspacecorrplotcowplotcpp11data.tableDBIDEoptimDerivdigestdoBydotCall64dplyre1071evaluatefansifarverfastmapfmesherfontawesomeforeignFormulaFRKfsgenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsintervalsisobandjquerylibjsonliteKernSmoothknitrlabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminqamodelrmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigplyrpolynomproxypurrrquantregR6rappdirsrbibutilsRColorBrewerRcppRcppEigenRdpackreformulasreshape2rlangrmarkdownrpartrstatixrstudioapis2sassscalessfspspacetimespamsparseinvSparseMstatmodstringistringrsurvivaltibbletidyrtidyselecttinytexTMBunitsutf8vctrsviridisviridisLitewithrwkxfunxtsyamlzoo