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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 …