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geodetector  

Stratified Heterogeneity Measure, Dominant Driving Force Detection, Interaction Relationship Investigation
View on CRAN: Click here


Download and install geodetector package within the R console
Install from CRAN:
install.packages("geodetector")

Install from Github:
library("remotes")
install_github("cran/geodetector")

Install by package version:
library("remotes")
install_version("geodetector", "1.0-5")



Attach the package and use:
library("geodetector")
Maintained by
Chengdong Xu
[Scholar Profile | Author Map]
First Published: 2018-07-31
Latest Update: 2020-03-30
Description:
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 , Wang, Zhang, and Fu 2016 ).
How to cite:
Chengdong Xu (2018). geodetector: Stratified Heterogeneity Measure, Dominant Driving Force Detection, Interaction Relationship Investigation. R package version 1.0-5, https://cran.r-project.org/web/packages/geodetector. Accessed 10 Apr. 2025.
Previous versions and publish date:
1.0-1 (2018-07-31 12:40), 1.0-2 (2018-08-18 06:30), 1.0-3 (2018-10-24 00:50), 1.0-4 (2020-03-30 12:10)
Other packages that cited geodetector R package
View geodetector citation profile
Other R packages that geodetector depends, imports, suggests or enhances
Complete documentation for geodetector
Functions, R codes and Examples using the geodetector R package
Some associated functions: CollectData . DiseaseData_shp . Elevation_shp . SoilType_shp . Watershed_shp . ecological_detector . factor_detector . interaction_detector . maps2dataframe . risk_detector . 
Some associated R codes: Full geodetector package functions and examples
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