Semiparametric mixture models for multivariate count data, with application

DOI10.1111/j.1368-423X.2004.00138.xzbMath1064.62031MaRDI QIDQ3023031

Giovanni Trovato, Marco Alfo'

Publication date: 4 July 2005

Published in: The Econometrics Journal (Search for Journal in Brave)

zbMATH Keywords

correlated random effectshealth-care utilizationnonparametric MLcorrelated countsmultivariate counts

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Nonparametric estimation (62G05) Mathematical economics (91B99) Public goods (91B18) Analysis of variance and covariance (ANOVA) (62J10)

Related Items (11)

Zero-inflated Poisson regression mixture model ⋮ Robust likelihood inference for multivariate correlated count data ⋮ Random effect models for multivariate mixed data: A Parafac-based finite mixture approach ⋮ Bivariate Mixed Poisson Regression Models with Varying Dispersion ⋮ Health and Income: Theory and Evidence for OECD Countries ⋮ Fast approximate computation of cervical cancer screening outcomes by a deterministic multiple-type HPV progression model ⋮ Finite mixtures of quantile and M-quantile regression models ⋮ Some Results on the Control of the False Discovery Rate under Dependence ⋮ A two-part mixed-effects pattern-mixture model to handle zero-inflation and incompleteness in a longitudinal setting ⋮ A multivariate Poisson regression model for count data ⋮ Solving unobserved heterogeneity with latent class inflated Poisson regression model

Uses Software

• GLIM

Cites Work

• Semiparametric estimation of heterogeneous count data models
• Nonparametric control for residual heterogeneity in modelling recurrent behaviour
• A review of semiparametric mixture models
• Finite mixtures of multivariate Poisson distributions with application
• Bayesian Detection of Clusters and Discontinuities in Disease Maps
• Simulated maximum likelihood estimation of multivariate mixed‐Poisson regression models, with application
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item

This page was built for publication: Semiparametric mixture models for multivariate count data, with application