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Generalized Linear Models
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Generalized Linear Models
A Unified Approach



© 2000 | 112 pages | SAGE Publications, Inc
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.
 
Introduction
 
The Exponential Family
 
Likelihood Theory and the Moments
 
Linear Structure and the Link Function
 
Estimation Procedures
 
Residuals and Model Fit
 
Conclusion

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