Generalized Linear Models and Extensions: Fourth Edition

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Authors: James W Hardin, Joseph M Hilbe
Publisher: Stata Press
Genre: Unknown
Pages: 598
Language: english
Year: 2018
ISBN 10: 1597182257
ISBN 13: 9781597182256
Series: Unknown
Edition: Unknown
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Synopsis

Generalized linear models (GLMs) extend linear regression to models with a non-Gaussian, or even discrete, response. GLM theory is predicated on the exponential family of distributions--a class so rich that it includes the commonly used logit, probit, and Poisson models....