Introduction | A worked weights object | Local Moran's I | Bivariate and Empirical-Bayes Moran's I | Local Geary's C (univariate and multivariate) | Getis-Ord G and G* | Notes on conventions
Package: fastLISA 1.0.1
fastLISA: Fast Local Indicators of Spatial Association (LISA)
Computes various Local Indicators of Spatial Association (LISA) statistics, including univariate and bivariate local Moran's I, Empirical Bayes local Moran's I, univariate and multivariate local Geary's C, and Getis-Ord G and G* statistics. The methods follow Anselin (1995), Getis and Ord (1992), and Anselin (2019). Leverages a high-performance, plain-C backend with optional 'OpenMP' multi-core support for fast permutation-based pseudo-p-value calculation. Accepts any 'spdep' listw spatial weight matrix, including custom and non-contiguity weights. Uses sample standardisation (n-1) and 'rgeoda'-style permutation p-values. Output cluster codes match 'rgeoda' conventions, including the Isolated category for observations without neighbours.
Authors:
fastLISA_1.0.1.tar.gz
fastLISA_1.0.1.zip(r-4.7)fastLISA_1.0.1.zip(r-4.6)fastLISA_1.0.1.zip(r-4.5)
fastLISA_1.0.1.tgz(r-4.6-x86_64)fastLISA_1.0.1.tgz(r-4.6-arm64)fastLISA_1.0.1.tgz(r-4.5-x86_64)fastLISA_1.0.1.tgz(r-4.5-arm64)
fastLISA_1.0.1.tar.gz(r-4.7-arm64)fastLISA_1.0.1.tar.gz(r-4.7-x86_64)fastLISA_1.0.1.tar.gz(r-4.6-arm64)fastLISA_1.0.1.tar.gz(r-4.6-x86_64)
fastLISA_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
fastLISA/json (API)
| # Install 'fastLISA' in R: |
| install.packages('fastLISA', repos = c('https://lizhongc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/lizhongc/fastlisa/issues
Last updated from:ce3123eb9b. Checks:11 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | NOTE | 155 | ||
| linux-devel-x86_64 | NOTE | 159 | ||
| source / vignettes | OK | 155 | ||
| linux-release-arm64 | NOTE | 136 | ||
| linux-release-x86_64 | NOTE | 106 | ||
| macos-release-arm64 | NOTE | 107 | ||
| macos-release-x86_64 | NOTE | 380 | ||
| macos-oldrel-arm64 | NOTE | 80 | ||
| macos-oldrel-x86_64 | NOTE | 269 | ||
| windows-devel | NOTE | 85 | ||
| windows-release | NOTE | 84 | ||
| windows-oldrel | NOTE | 81 | ||
| wasm-release | OK | 125 |
Exports:local_glocal_gearylocal_gstarlocal_moranlocal_moran_bvlocal_moran_eblocal_multigeary
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Local Getis-Ord G | local_g |
| Univariate Local Geary's C | local_geary |
| Local Getis-Ord G* | local_gstar |
| Univariate Local Moran's I | local_moran |
| Bivariate Local Moran's I | local_moran_bv |
| Local Moran's I with Empirical Bayes (EB) Rate | local_moran_eb |
| Multivariate Local Geary's C | local_multigeary |
