Package: spind 2.2.1
spind: Spatial Methods and Indices
Functions for spatial methods based on generalized estimating equations (GEE) and wavelet-revised methods (WRM), functions for scaling by wavelet multiresolution regression (WMRR), conducting multi-model inference, and stepwise model selection. Further, contains functions for spatially corrected model accuracy measures.
Authors:
spind_2.2.1.tar.gz
spind_2.2.1.zip(r-4.7)spind_2.2.1.zip(r-4.6)spind_2.2.1.zip(r-4.5)
spind_2.2.1.tgz(r-4.6-any)spind_2.2.1.tgz(r-4.5-any)
spind_2.2.1.tar.gz(r-4.7-any)spind_2.2.1.tar.gz(r-4.6-any)
spind_2.2.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
spind/json (API)
| # Install 'spind' in R: |
| install.packages('spind', repos = c('https://levisc8.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/levisc8/spind/issues
- carlinadata - Carlina data set
- hook - Hook data set
- musdata - Mus musculus data set
Last updated from:427df394b4. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 171 | ||
| source / vignettes | OK | 218 | ||
| linux-release-x86_64 | OK | 163 | ||
| macos-release-arm64 | OK | 241 | ||
| macos-oldrel-arm64 | OK | 170 | ||
| windows-devel | OK | 107 | ||
| windows-release | OK | 117 | ||
| windows-oldrel | OK | 116 | ||
| wasm-release | OK | 122 |
Exports:acfftadjusted.actualsaic.calccovar.plotGEEmmiGEEmmiWMRRqic.calcrvi.plotscaleWMRRstep.spindth.depth.indepupscalewavecovarwavevarWRM
Dependencies:backportsbroomclicpp11dplyrfarvergeegeepackgenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSmultitaperpillarpkgconfigpurrrR6RColorBrewerrjerlangS7scalesspsplancsstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewaveslimwithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Spatial autocorrelation diagnostics | acfft |
| Adjusted actual values | adjusted.actuals |
| Akaike Information Criterion with correction for sample size | aic.calc |
| Carlina data set | carlinadata |
| Plot wavelet variance/covariance | covar.plot |
| GEE (Generalized Estimating Equations) | GEE plot.GEE predict.GEE summary.GEE |
| Hook data set | hook |
| Multi-model inference for GEE models | mmiGEE |
| Multi-model inference for wavelet multiresolution regression | mmiWMRR |
| Mus musculus data set | musdata |
| Quasi-Information Criterion for Generalized Estimating Equations | qic.calc |
| Relative Variable Importance | rvi.plot |
| Scaling by wavelet multiresolution regression (WMRR) | scaleWMRR |
| spind: Spatial Methods and Indices | spind |
| Stepwise model selection for GEEs and WRMs | step.spind |
| Spatial threshold-dependent accuracy measures | th.dep |
| Spatial threshold-independent accuracy measures | th.indep |
| Upscaling of smooth components | upscale |
| Wavelet covariance analysis | wavecovar |
| Wavelet variance analysis | wavevar |
| Wavelet-revised models (WRMs) | plot.WRM predict.WRM summary.WRM WRM |
