ngspatial

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) <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>.

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Description file content

Package
ngspatial
Version
1.2-1
Date
2018-01-12
Title
Fitting the Centered Autologistic and Sparse Spatial Generalized Linear Mixed Models for Areal Data
Type
Package
Author
John Hughes and Xiaohui Cui
Maintainer
John Hughes
Depends
Rcpp, batchmeans
Suggests
parallel, pbapply
Description
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) .
License
GPL (>= 2)
LinkingTo
Rcpp, RcppArmadillo
RcppModules
ngspatialmod
RoxygenNote
5.0.1
NeedsCompilation
yes
Packaged
2018-01-12 18:41:40 UTC; jphughesjr
Repository
CRAN
Date/Publication
2018-01-12 18:55:42 UTC

install.packages('ngspatial')

1.2-1

10 months ago

John Hughes

GPL (>= 2)

Depends on

Rcpp, batchmeans

Suggests

parallel, pbapply

Discussions