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-4.7-any)spind_2.2.1.zip(r-4.6-any)spind_2.2.1.zip(r-4.5-any)
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✨
DESCRIPTION
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

Datasets:

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

On CRAN:

models r-spatial spatial

4.85 score 3 stars 47 scripts 389 downloads 1 mentions 17 exports 40 dependencies

Last updated from:427df394b4. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	160
source / vignettes	OK	213
linux-release-x86_64	OK	176
macos-release-arm64	OK	208
macos-oldrel-arm64	OK	143
windows-devel	OK	119
windows-release	OK	119
windows-oldrel	OK	110
wasm-release	OK	126

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 cpp11 dplyr farver gee geepack generics ggplot2 glue gtable isoband labeling lattice lifecycle magrittr MASS multitaper pillar pkgconfig purrr R6 RColorBrewer rje rlang S7 scales sp splancs stringi stringr tibble tidyr tidyselect utf8 vctrs viridisLite waveslim withr

Intro to spind

Rendered fromspind_vignette.Rmdusingknitr::rmarkdown

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