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Re: st: Interaction model

From   David Hoaglin <>
Subject   Re: st: Interaction model
Date   Fri, 10 Feb 2012 14:10:52 -0500

You may want to look at

David W. Hosmer and Stanley Lemeshow, Applied Logistic Regression,
second edition.  Wiley, 2000.  (The authors are working on a third
edition, but I don't know their timetable.)

Also, the chapters on logistic regression in

Alan Agresti, Categorical Data Analysis, second edition.  Wiley, 2002.
 (A third edition is in the works.  The author should be turning the
manuscript over to Wiley about now.)

If you find that book too technical, try

Alan Agresti, An Introduction to Categorical Data Analysis, second
edition. Wiley, 2007.

Hosmer and Lemeshow use examples from medicine and public health.
Agresti's examples are quite diverse.  Some of them illustrate the
model-building process that I suggested.

David Hoaglin

On Fri, Feb 10, 2012 at 9:27 AM, Lauren Beresford <> wrote:
> Hello Statalisters,
> Just a quick question here.  I am running "saturated models" with higher order three-way interactions and lower order two-way interactions as David describes below (although with a binary dv using logistic regression).
> I am wondering if anyone knows of some good papers or books related to these sorts of models?
> Best,Lauren Beresford
> Doctoral Candidate, SociologyUC Berkeley

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