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Generalized Linear Models Jefferson M. Gill

Generalized Linear Models By Jefferson M. Gill

Generalized Linear Models by Jefferson M. Gill

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$10.00
Condition - Very Good
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Summary

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.

Generalized Linear Models Summary

Generalized Linear Models: A Unified Approach by Jefferson M. Gill

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.

About Jefferson M. Gill

Jeff Gill is a Distinguished Professor of Government, a Professor of Statistics, and a Member of the Center for Behavioral Neuroscience at American University. His research applies Bayesian modeling and data analysis (decision theory, testing, model selection, elicited priors) to questions in general social science quantitative methodology, political behavior and institutions, medical/health data analysis especially physiology, circulation/blood, pediatric traumatic brain injury, and epidemiological measurement/data issues, using computationally intensive tools (Monte Carlo methods, MCMC, stochastic optimization, nonparametrics).

Table of Contents

Introduction The Exponential Family Likelihood Theory and the Moments Linear Structure and the Link Function Estimation Procedures Residuals and Model Fit Conclusion

Additional information

GOR008611440
9780761920557
0761920552
Generalized Linear Models: A Unified Approach by Jefferson M. Gill
Jefferson M. Gill
Quantitative Applications in the Social Sciences
Used - Very Good
Paperback
SAGE Publications Inc
20000920
112
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us

Customer Reviews - Generalized Linear Models