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

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1.0.0 by Stephen Berg, 2 years 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