Package: geodetector 1.0-5

Chengdong Xu

geodetector: Stratified Heterogeneity Measure, Dominant Driving Force Detection, Interaction Relationship Investigation

Spatial stratified heterogeneity (SSH), referring to the within strata are more similar than the between strata, a model with global parameters would be confounded if input data is SSH. Note that the "spatial" here can be either geospatial or the space in mathematical meaning. Geographical detector is a novel tool to investigate SSH: (1) measure and find SSH of a variable Y; (2) test the power of determinant X of a dependent variable Y according to the consistency between their spatial distributions; and (3) investigate the interaction between two explanatory variables X1 and X2 to a dependent variable Y (Wang et al 2014 <doi:10.1080/13658810802443457>, Wang, Zhang, and Fu 2016 <doi:10.1016/j.ecolind.2016.02.052>).

Authors:Chengdong Xu [aut, cre], Jinfeng Wang [aut], Yue Hou [ctb], Qian Yin [ctb]

geodetector_1.0-5.tar.gz
geodetector_1.0-5.tar.gz(r-4.5-noble)geodetector_1.0-5.tar.gz(r-4.4-noble)
geodetector_1.0-5.tgz(r-4.4-emscripten)geodetector_1.0-5.tgz(r-4.3-emscripten)
geodetector.pdf |geodetector.html
geodetector/json (API)
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# Install 'geodetector' in R:
install.packages('geodetector', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

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2.60 score 2 stars 10 scripts 335 downloads 2 mentions 4 exports 0 dependencies

Last updated 4 months agofrom:c65e42dcb2. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 31 2024
R-4.5-linuxOKOct 31 2024

Exports:ecological_detectorfactor_detectorinteraction_detectorrisk_detector

Dependencies:

A tutorial for the geodetector R package

Rendered fromgeodetector.Rmdusingknitr::rmarkdownon Oct 31 2024.

Last update: 2024-08-27
Started: 2018-07-31

Readme and manuals

Help Manual

Help pageTopics
CollectDataCollectData
ecological detectorecological_detector
factor detectorfactor_detector
interaction detectorinteraction_detector
risk detectorrisk_detector