Fits the autologistic model described in Besag's famous 1974 paper on auto- models < http://www.jstor.org/stable/2984812>. Fits a multicategory generalization of the autologistic model when there are more than 2 response categories. Provides support for both asymptotic and bootstrap confidence intervals. For full model descriptions and a guide to the use of this package, please see the vignette.
This is a new version of the automultinomial. Changes in this version:
Added a vignette with guide to use
Added type checking of user input to give more informative error messages
Made documentation more user friendly
Removed some extraneous functions
Added bootstrap confidence intervals
Fixed a bug related to model parameterization
Removed centered autologistic model functionality
Removed regularization and variable selection functionality, with intent to add more user friendly version in future release
Stephen Berg