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

## Documentation for package ‘ngspatial’ version 1.2-2

- DESCRIPTION file.

## Help Pages

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.