Documentation Documentation
Identifiant IdRef : 212620371
Notice de type Rameau

Point d'accès autorisé


Langue d'expression : Anglais
Date de naissance :  1997
Note publique d''information : 
The book provides graduate students and researchers with an up-to-date survey of statistical and econometric techniques for the analysis of count data, with a focus on conditional distribution models. Proper count data probability models allow for rich inferences, both with respect to the stochastic count process that generated the data, and with respect to predicting the distribution of outcomes. The book starts with a presentation of the benchmark Poisson regression model. Alternative models address unobserved heterogeneity, state dependence, selectivity, endogeneity, underreporting, and clustered sampling. Testing and estimation is discussed from frequentist and Bayesian perspectives. Finally, applications are reviewed in fields such as economics, marketing, sociology, demography, and health sciences. The fifth edition contains several new topics, including copula functions, Poisson regression for non-counts, additional semi-parametric methods, and discrete factor models. Other sections have been reorganized, rewritten, and extended

Notices d'autorité liées

Autres identifiants

Utilisation dans Rameau

Le point d'accès peut être employé dans un point d'accès sujet

... Références liées : ...