Package: spTDyn 2.0.3
spTDyn: Spatially Varying and Spatio-Temporal Dynamic Linear Models
Fits, spatially predicts, and temporally forecasts space-time data using Gaussian Process (GP): (1) spatially varying coefficient process models and (2) spatio-temporal dynamic linear models. Bakar et al., (2016). Bakar et al., (2015).
Authors:
spTDyn_2.0.3.tar.gz
spTDyn_2.0.3.zip(r-4.7-x86_64)spTDyn_2.0.3.zip(r-4.7-arm64)spTDyn_2.0.3.zip(r-4.6-x86_64)spTDyn_2.0.3.zip(r-4.6-arm64)spTDyn_2.0.3.zip(r-4.5-x86_64)
spTDyn_2.0.3.tgz(r-4.6-x86_64)spTDyn_2.0.3.tgz(r-4.6-arm64)spTDyn_2.0.3.tgz(r-4.5-x86_64)spTDyn_2.0.3.tgz(r-4.5-arm64)
spTDyn_2.0.3.tar.gz(r-4.7-arm64)spTDyn_2.0.3.tar.gz(r-4.7-x86_64)spTDyn_2.0.3.tar.gz(r-4.6-arm64)spTDyn_2.0.3.tar.gz(r-4.6-x86_64)
spTDyn_2.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
spTDyn/json (API)
| # Install 'spTDyn' in R: |
| install.packages('spTDyn', repos = c('https://ksbakar.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:32ae4a1c71. Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 90 | ||
| linux-devel-x86_64 | OK | 119 | ||
| source / vignettes | OK | 162 | ||
| linux-release-arm64 | OK | 86 | ||
| linux-release-x86_64 | OK | 152 | ||
| macos-release-arm64 | OK | 121 | ||
| macos-release-x86_64 | OK | 269 | ||
| macos-oldrel-arm64 | OK | 90 | ||
| macos-oldrel-x86_64 | OK | 142 | ||
| windows-devel-arm64 | OK | 188 | ||
| windows-devel-x86_64 | OK | 158 | ||
| windows-release-arm64 | OK | 181 | ||
| windows-release-x86_64 | OK | 83 | ||
| windows-oldrel-x86_64 | OK | 94 | ||
| wasm-release | OK | 84 |
Exports:as.mcmc.spTDcoef.spTDconfint.spTDdecaydef.timefitted.spTDGibbsDyngridTodatainitialsObsGridDataObsGridLocplot.spTDpredict.spTDpriorsresiduals.spTDspsummary.spTDtp
Dependencies:codaextraDistrintervalslatticeRcppRcppArmadillospspacetimespTimerxtszoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Spatially varying and spatio-temporal dynamic linear models | spTDyn-package spTDyn |
| Choice for sampling spatial decay parameter phi. | decay |
| Timer series information. | def.time |
| MCMC sampling for the models. | GibbsDyn |
| Initial values for the spatio-temporal models. | initials |
| Combining observation and nearest grid locations and data. | gridTodata ObsGridData ObsGridLoc |
| Plots for spTDyn output. | plot.spTD |
| Spatial and temporal predictions for the spatio-temporal models. | predict.spTD |
| Priors for the spatio-temporal models. | priors |
| Defining spatially varying coefficients in the formula | sp |
| Summary statistics of the parameters. | summary.spTD |
| Defining dynamic time-series coefficients in the formula | tp |