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)<>.


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.


1.0.0 by Stephen Berg, 6 months ago

Browse source code at

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