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:Gudrun Carl [cre, aut], Ingolf Kuehn [aut], Sam Levin [aut]

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

Datasets:

carlinadata - Carlina data set
hook - Hook data set
musdata - Mus musculus data set

On CRAN:

models r-spatial spatial

4.84 score 3 stars 46 scripts 263 downloads 1 mentions 17 exports 45 dependencies

Last updated 11 months agofrom:427df394b4. Checks:7 OK. Indexed: yes.

Target	Result	Latest binary
Doc / Vignettes	OK	Jan 22 2025
R-4.5-win	OK	Jan 22 2025
R-4.5-linux	OK	Jan 22 2025
R-4.4-win	OK	Jan 22 2025
R-4.4-mac	OK	Jan 22 2025
R-4.3-win	OK	Jan 22 2025
R-4.3-mac	OK	Jan 22 2025

Exports:acfft adjusted.actuals aic.calc covar.plot GEE mmiGEE mmiWMRR qic.calc rvi.plot scaleWMRR step.spind th.dep th.indep upscale wavecovar wavevar WRM

Dependencies:backports broom cli colorspace cpp11 dplyr fansi farver gee geepack generics ggplot2 glue gtable isoband labeling lattice lifecycle magrittr MASS Matrix mgcv multitaper munsell nlme pillar pkgconfig purrr R6 RColorBrewer rje rlang scales sp splancs stringi stringr tibble tidyr tidyselect utf8 vctrs viridisLite waveslim withr

Intro to spind

Sam Levin, Gudrun Carl, Ingolf Kuehn

Rendered fromspind_vignette.Rmdusingknitr::rmarkdownon Jan 22 2025.

Last update: 2020-10-30
Started: 2017-03-11

Citation

Development and contributors

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