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>).

Package details

AuthorChengdong Xu [aut, cre], Jinfeng Wang [aut], Yue Hou [ctb], Qian Yin [ctb]
MaintainerChengdong Xu <[email protected]>
LicenseGPL (>= 2.0)
Version1.0-3
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("geodetector")

Try the geodetector package in your browser

Any scripts or data that you put into this service are public.

geodetector documentation built on Oct. 24, 2018, 1:03 a.m.