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:
IDE_0.3.1.tar.gz
IDE_0.3.1.zip(r-4.5)IDE_0.3.1.zip(r-4.4)IDE_0.3.1.zip(r-4.3)
IDE_0.3.1.tgz(r-4.5-any)IDE_0.3.1.tgz(r-4.4-any)IDE_0.3.1.tgz(r-4.3-any)
IDE_0.3.1.tar.gz(r-4.5-noble)IDE_0.3.1.tar.gz(r-4.4-noble)
IDE_0.3.1.tgz(r-4.4-emscripten)IDE_0.3.1.tgz(r-4.3-emscripten)
IDE.pdf |IDE.html✨
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
Last updated 3 years agofrom:fa9b21f322. Checks:8 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 08 2025 |
| R-4.5-win | OK | Feb 08 2025 |
| R-4.5-mac | OK | Feb 08 2025 |
| R-4.5-linux | OK | Feb 08 2025 |
| R-4.4-win | OK | Feb 08 2025 |
| R-4.4-mac | OK | Feb 08 2025 |
| R-4.3-win | OK | Jan 09 2025 |
| R-4.3-mac | OK | Feb 08 2025 |
Exports:constant_basisfit.IDEIDEshow_kernelsimIDE
Dependencies:abindbackportsbase64encbootbroombslibcachemcarcarDatacheckmateclassclassIntcliclustercolorspacecorrplotcowplotcpp11data.tableDBIDEoptimDerivdigestdoBydotCall64dplyre1071evaluatefansifarverfastmapfmesherfontawesomeforeignFormulaFRKfsgenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsintervalsisobandjquerylibjsonliteKernSmoothknitrlabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminqamodelrmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigplyrpolynomproxypurrrquantregR6rappdirsrbibutilsRColorBrewerRcppRcppEigenRdpackreformulasreshape2rlangrmarkdownrpartrstatixrstudioapis2sassscalessfspspacetimespamsparseinvSparseMstatmodstringistringrsurvivaltibbletidyrtidyselecttinytexTMBunitsutf8vctrsviridisviridisLitewithrwkxfunxtsyamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Integro-difference equation | IDE-package |
| Retrieve estimated regression coefficients | coef.IDE |
| Create a single, constant basis function | constant_basis |
| Construct IDE object, fit and predict | fit.IDE IDE predict.IDE |
| Show IDE kernel | show_kernel |
| Simulate datasets from the IDE model | simIDE |
