Fitting the Centered Autologistic and Sparse Spatial Generalized Linear Mixed Models for Areal Data
Extract model residuals.
Fit a sparse SGLMM.
Print a summary of a centered autologistic model fit.
Print a summary of a sparse SGLMM fit.
Return the estimated covariance matrix for an autologistic model obj...
Return the covariance matrix of the regression parameters of a `sparse...
Return an adjacency matrix for a square lattice.
Fit a centered autologistic model using maximum pseudolikelihood estim...
Infant mortality data.
Family function for negative binomial GLMs.
Return a perfect sample from a centered autologistic model.
Extract model residuals.
Provides tools for analyzing spatial data, especially non- Gaussian areal data. The current version supports the sparse restricted spatial regression model of Hughes and Haran (2013) <DOI:10.1111/j.1467-9868.2012.01041.x>, the centered autologistic model of Caragea and Kaiser (2009) <DOI:10.1198/jabes.2009.07032>, and the Bayesian spatial filtering model of Hughes (2017) <arXiv:1706.04651>.