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) .


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Reference manual

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install.packages("ngspatial")

1.2-1 by John Hughes, 5 months ago


Browse source code at https://github.com/cran/ngspatial


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 sand.


See at CRAN