Package: itmsa 0.2.0

Wenbo Lv

itmsa: Information-Theoretic Measures for Spatial Association

Leveraging information-theoretic measures like mutual information and v-measure to quantify spatial associations between patterns (Nowosad and Stepinski (2018) <doi:10.1080/13658816.2018.1511794>; Bai, H. et al. (2023) <doi:10.1080/24694452.2023.2223700>).

Authors:Wenbo Lv [aut, cre, cph]

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itmsa.pdf |itmsa.html✨
itmsa/json (API)
NEWS

# Install 'itmsa' in R:
install.packages('itmsa', repos = c('https://stscl.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/stscl/itmsa/issues

Pkgdown site:https://stscl.github.io

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

cpp

4.90 score 4 stars 289 downloads 1 exports 41 dependencies

Last updated 1 months agofrom:53b7ffa6ec. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 22 2025
R-4.5-win-x86_64OKJan 22 2025
R-4.5-linux-x86_64OKJan 22 2025
R-4.4-win-x86_64OKJan 22 2025
R-4.4-mac-x86_64OKJan 22 2025
R-4.4-mac-aarch64OKJan 22 2025
R-4.3-win-x86_64OKJan 22 2025
R-4.3-mac-x86_64OKJan 22 2025
R-4.3-mac-aarch64OKJan 22 2025

Exports:itm

Dependencies:bootclassclassIntcliDBIdeldirdigestdplyre1071fansigenericsgeosphereglueKernSmoothlatticelifecyclemagrittrMASSpanderpillarpkgconfigproxypurrrR6RcppRcppArmadilloRcppThreadrlangs2sdsfunsfspspDataspdeptibbletidyselectunitsutf8vctrswithrwk

Information Consistency-Based Measures for Spatial Association

Rendered fromicm.Rmdusingknitr::rmarkdownon Jan 22 2025.

Last update: 2024-12-21
Started: 2024-12-21

Information-theoretical V-measure for Spatial Association

Rendered fromvm.Rmdusingknitr::rmarkdownon Jan 22 2025.

Last update: 2024-12-21
Started: 2024-12-21