Generalized Linear Models and Extensions

Hardin James W. Hilbe Joseph M.

ISBN 10: 1597181056 / ISBN 13: 9781597181051

Edité par Stata Press, 2012

A propos de cet article

pp. 479.

N° de réf. du vendeur 184659046

Détails bibliographiques

• Titre: Generalized Linear Models and Extensions
• Éditeur: Stata Press
• Date de parution: 2012
• Langue: anglais
• ISBN à 10 chiffres: 1597181056
• ISBN à 13 chiffres: 9781597181051
• Reliure: Couverture souple
• Édition: 3ème Édition
• État de l'article: New

A propos de ce titre

Synopsis

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 random parameter models. Using Stata, the book offers numerous examples to assist you in applying the models to your own data situations.