Advanced Log-Linear Models

An excellent book, Models for Discrete Data, Daniel Zelterman, Oxford Science Publications, ISBN 0-19-852436-6, addresses theory and applications. In keeping with this bolg’s software focus, the point of mentioning his book is the author’s contributed SAS examples. You will find standard and extended applications of SAS’s Proc Genmod in a variety of log-linear model settings using Binomial, Poisson, Hypergeometric and Negative Binomial response models.
Another excellent text is Alan Agresti’s Categorical Data Analysis, Wiley, ISBN 0-471-36093-7. His contributed SAS routines are quite extensive as well.
A careful study of these books and examples will help most any applied researcher with the discrete random variable setting.

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