Generalized Linear Models and Extensions, Third Edition

James W. Hardin; Joseph M. Hilbe

ISBN 10: 1597181056 / ISBN 13: 9781597181051

Verlag: Stata Press, 2012

Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less 2.16. Bestandsnummer des Verkäufers G1597181056I3N00

Inhaltsangabe:

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.

Reseña del editor: 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.

Bibliografische Details

Titel: Generalized Linear Models and Extensions, ...
Verlag: Stata Press
Erscheinungsdatum: 2012
Einband: Paperback
Zustand: Good
Zustand des Schutzumschlags: No Jacket
Auflage: 3. Auflage