SCR: Spatially Clustered Regression

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 spdep package)