This repository provides R code implementing spatially clustered regression for spatial data analysis, as proposed by the following paper.
Sugasawa, S. and Murakami, D. (2021). Spatially Clustered Regression. Spatial Statistics 44, 100525. (arXiv version: https://arxiv.org/abs/2011.01493)
The repository includes the following files.
- SCR-function.R : Script implementing the proposed method
- simulation.R : Script applying the proposed method to two simulated datasets
- simdata1.RData: Simulated data 1
- simdata2.RData: Simulated data 2
- data-generation.R: Script for generating the two simulated datasets
- example-Boltimore.R: Script for applying SCR to Baltimore dataset (available from
spdeppackage)