Generalized Linear Models and Extensions - Couverture souple

Hardin, James W.; Hilbe, Joseph M.

 
9781597181051: Generalized Linear Models and Extensions
Couverture souple
ISBN 10 : 1597181056 ISBN 13 : 9781597181051
Editeur : Stata Press, 2012

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Stata Press
Date d'édition
2012
Langue
anglais
ISBN 10 
1597181056
ISBN 13 
9781597181051
Reliure
Broché
Numéro d'édition
3
Nombre de pages
479
Coordonnées du fabricant
non disponible
Personne responsable
non disponible