Looks like you want autologistic regression.
Just google "autologistic modelling in R" and you will get archieves of previous sessions.
Best,
Mitra Devkota
 

________________________________
 From: Tanja Zinßer <tanja.zinsser@googlemail.com>
To: r-sig-geo@r-project.org 
Sent: Wednesday, February 6, 2013 5:53 AM
Subject: [R-sig-Geo] spatial regression for binary/dichotomous depend variable
  
Hey everyone,

I'm new in the field of spatial autocorrelation et spatial regression. I'm
searching for a method to run a spatial regression with depend
binary/dichotomous variables.
Does anyone know, if there is a function in R to do so? I only found the
morantest for lm regression. I wanted to a logit regression, and use the
residuals for the morantest, but I'm not sure, if this will lead me to the
right solution.

Thanks for your help
Tanja

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