SpatialPack: Tools for assessment the association between two spatial processes

   
SpatialPack provides tools to assess the association between two spatial processes. Currently, several methodologies are implemented: A modified t-test to perform hypothesis testing about the independence between the processes, a suitable nonparametric correlation coefficient, the codispersion coefficient, and an F test for assessing the multiple correlation between one spatial process and several others. Functions for image processing and computing the spatial association between images are also provided. SpatialPack gives methods to complement methodologies that are available in geoR for one spatial process. A detailed description of each of these techniques is presented in the book:

Vallejos, R., Osorio, F., Bevilacqua, M. (2020). Spatial Relationships Between Two Georeferenced Variables: with Applications in R.
Springer, Cham. DOI: 10.1007/978-3-030-56681-4

About the Authors

Felipe Osorio is an applied statistician and creator of several R packages.

Ronny Vallejos is Associate Professor at Department of Mathematics of the Universidad Técnica Federico Santa María, Chile.

 

This page han been moved to: https://github.com/faosorios/SpatialPack