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

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) , the centered autologistic model of Caragea and Kaiser (2009) , and the Bayesian spatial filtering model of Hughes (2017) .


Reference manual

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1.2-2 by John Hughes, 2 years ago

Browse source code at

Authors: John Hughes <[email protected]> and Xiaohui Cui

Documentation:   PDF Manual  

Task views: Analysis of Spatial Data

GPL (>= 2) license

Depends on Rcpp, batchmeans

Suggests parallel, pbapply

Linking to Rcpp, RcppArmadillo

Suggested by fastLaplace, sand.

See at CRAN