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Generalized Linear Models and Extensions, Third Edition

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This book presents a thorough examination of generalized linear model (GLM) estimation methods as well as the derivation of all major GLM families. Examined families include Gaussian, gamma, inverse Gaussian, binomial, Poisson, geometric, and negative binomial. The text also contains various models that have been developed on the basis of GLM theory, including GAM, ordered binomial models, multinomial logit and probit models, GEE and other quasi-likelihood models, fixed and random effects models, and random intercept and ...

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Generalized Linear Models and Extensions, Third Edition
2012, Stata Press

ISBN-13: 9781597181051

3rd edition

Trade paperback

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