I'm interested in a Bayesian approach to logistic regression with a latent
dependent variable, i.e.,
ln (p/1-p) = XB, where
X's are observed but the Y response variable is not.
In standard MLE terms, this looks like an EM-algorithm problem.
Is there a Bayesian analogue?
Any guide to the literature would be a great help in starting. THANKS!
Dean H. Judson, Ph.D., Mathematical Statistician and Group Leader
Administrative Records Evaluation and Linkage Group
Planning, Research and Evaluation Division
U.S. Bureau of the Census
Washington, DC 20233
Phone: 301-457-4222
Fax: 301-457-6864
email: [log in to unmask]
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