Fitting the Centered Autologistic and Sparse Spatial Generalized Linear Mixed Models for Areal Data


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Documentation for package ‘ngspatial’ version 1.2-2

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A Adjacency matrix for the infant mortality data.
adjacency.matrix Return an adjacency matrix for a square lattice.
autologistic Fit a centered autologistic model using maximum pseudolikelihood estimation or MCMC for Bayesian inference.
infant Infant mortality data.
negbinomial Family function for negative binomial GLMs.
rautologistic Return a perfect sample from a centered autologistic model.
residuals.autologistic Extract model residuals.
residuals.sparse.sglmm Extract model residuals.
sparse.sglmm Fit a sparse SGLMM.
summary.autologistic Print a summary of a centered autologistic model fit.
summary.sparse.sglmm Print a summary of a sparse SGLMM fit.
vcov.autologistic Return the estimated covariance matrix for an 'autologistic' model object.
vcov.sparse.sglmm Return the covariance matrix of the regression parameters of a 'sparse.sglmm' model object.