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-4.5)spind_2.2.1.zip(r-4.4)spind_2.2.1.zip(r-4.3)
spind_2.2.1.tgz(r-4.4-any)spind_2.2.1.tgz(r-4.3-any)
spind_2.2.1.tar.gz(r-4.5-noble)spind_2.2.1.tar.gz(r-4.4-noble)
spind_2.2.1.tgz(r-4.4-emscripten)spind_2.2.1.tgz(r-4.3-emscripten)
spind.pdf |spind.html✨
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 7 months agofrom:427df394b4. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 24 2024 |
R-4.5-win | OK | Oct 24 2024 |
R-4.5-linux | OK | Oct 24 2024 |
R-4.4-win | OK | Oct 24 2024 |
R-4.4-mac | OK | Oct 24 2024 |
R-4.3-win | OK | Oct 24 2024 |
R-4.3-mac | OK | Oct 24 2024 |
Exports:acfftadjusted.actualsaic.calccovar.plotGEEmmiGEEmmiWMRRqic.calcrvi.plotscaleWMRRstep.spindth.depth.indepupscalewavecovarwavevarWRM
Dependencies:backportsbroomclicolorspacecpp11dplyrfansifarvergeegeepackgenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmultitapermunsellnlmepillarpkgconfigpurrrR6RColorBrewerrjerlangscalesspsplancsstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewaveslimwithr
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 |