Contains functions for autologistic variable selection and parameter estimation for spatially correlated categorical data (including k>2). The main function is MPLE. Capable of fitting the centered autologistic model described in Caragea and Kaiser (2009), as well as the traditional autologistic model of Besag (1974).

Documentation

Manual: automultinomial.pdf
Vignette: None available.

Maintainer: Stephen Berg <saberg2 at wisc.edu>

Author(s): Stephen Berg*, Rao Fu*, Jun Zhu*

Install package and any missing dependencies by running this line in your R console:

install.packages("automultinomial")

Depends R (>= 3.2.0)
Imports graphics, Hmisc, igraph, Matrix, MASS, stats, utils
Suggests testthat, numDeriv, knitr, rmarkdown
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Package automultinomial
Materials
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Version 1.0.0
Published 2016-10-05
License GPL-2 | GPL-3
BugReports
SystemRequirements
NeedsCompilation no
Citation
CRAN checks automultinomial check results
Package source automultinomial_1.0.0.tar.gz