Autologistic and Automultinomial Spatial Regression and Variable Selection

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)< http://www.jstor.org/stable/2984812>.


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install.packages("automultinomial")

1.0.0 by Stephen Berg, 8 months ago


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


Authors: Stephen Berg [aut, cre], Rao Fu [aut], Jun Zhu [ths]


Documentation:   PDF Manual  


GPL-2 | GPL-3 license


Imports graphics, Hmisc, igraph, Matrix, MASS, stats, utils

Suggests testthat, numDeriv, knitr, rmarkdown


See at CRAN