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Geographical Detectors for Assessing Spatial Factors

Please cite GD as:

Song, Y., Wang, J., Ge, Y. & Xu, C. (2020) An optimal parameters-based geographical detector model enhances geographic characteristics of explanatory variables for spatial heterogeneity analysis: Cases with different types of spatial data, GIScience & Remote Sensing,57(5), 593-610. https://doi.org/10.1080/15481603.2020.1760434.

A BibTeX entry for LaTeX users is:

@article{Song2020opgd,
author = {Yongze Song, Jinfeng Wang, Yong Ge and Chengdong Xu},
title = {An optimal parameters-based geographical detector model enhances geographic characteristics of explanatory variables for spatial heterogeneity analysis: cases with different types of spatial data},
journal = {GIScience \& Remote Sensing},
volume = {57},
number = {5},
pages = {593--610},
year = {2020},
month = {05},
publisher = {Taylor \& Francis},
doi = {10.1080/15481603.2020.1760434},
URL = {https://doi.org/10.1080/15481603.2020.1760434}
}

Installation

• Install from CRAN with:

install.packages("GD", dep = TRUE)

• Install development binary version from R-universe with:

install.packages("GD",
                 repos = c("https://ausgis.r-universe.dev",
                           "https://cloud.r-project.org"), 
                 dep = TRUE)

• Install development source version from GitHub with:

# install.packages("devtools")
devtools::install_github("ausgis/GD",build_vignettes = TRUE,dep = TRUE)