On Selection of Spatial Linear Models for Lattice Data
On Selection of Spatial Linear Models for Lattice Data
Summary Spatial linear models are popular for the analysis of data on a spatial lattice, but statistical techniques for selection of covariates and a neighbourhood structure are limited. Here we develop new methodology for simultaneous model selection and parameter estimation via penalized maximum likelihood under a spatial adaptive lasso. A …