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>).

Version:	1.0-5
Depends:	R (≥ 2.10)
Suggests:	knitr, rmarkdown
Published:	2024-08-26
DOI:	10.32614/CRAN.package.geodetector
Author:	Chengdong Xu [aut, cre], Jinfeng Wang [aut], Yue Hou [ctb], Qian Yin [ctb]
Maintainer:	Chengdong Xu <xucd at Lreis.ac.cn>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2.0)]
NeedsCompilation:	no
Citation:	geodetector citation info
Materials:	NEWS
CRAN checks:	geodetector results

Documentation:

Reference manual:	geodetector.pdf
Vignettes:	A tutorial for the geodetector R package (source, R code)

Downloads:

Package source:	geodetector_1.0-5.tar.gz
Windows binaries:	r-devel: geodetector_1.0-5.zip, r-release: geodetector_1.0-5.zip, r-oldrel: geodetector_1.0-5.zip
macOS binaries:	r-release (arm64): geodetector_1.0-5.tgz, r-oldrel (arm64): geodetector_1.0-5.tgz, r-release (x86_64): geodetector_1.0-5.tgz, r-oldrel (x86_64): geodetector_1.0-5.tgz
Old sources:	geodetector archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=geodetector to link to this page.