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The author explains the theoretical underpinnings of generalized linear models so that researchers can decide how to select the best way to adapt their data for this type of analysis. Examples are provided to illustrate the application of GLM to actual data and the author includes his Web address where additional resources can be found.
The Exponential Family
Likelihood Theory and the Moments
Linear Structure and the Link Function
Residuals and Model Fit