Effect of covariate misspecifications in the marginalized zero-inflated Poisson model

DOI10.1515/mcma-2017-0106OpenAlexW2616348962MaRDI QIDQ2628130

Samuel Iddi, Esther O. Nwoko

Publication date: 12 June 2017

Published in: Monte Carlo Methods and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1515/mcma-2017-0106

zbMATH Keywords

maximum likelihood estimationlogistic modelsimulationsmisspecificationPoisson modelmarginal modelzero-inflationtype I error rateomission

Mathematics Subject Classification ID

Linear inference, regression (62Jxx) General theory of simulation (00A72)

Cites Work

• A combined overdispersed and marginalized multilevel model
• Examples in which misspecification of a random effects distribution reduces efficiency, and possible remedies
• A family of tests to detect misspecifications in the random-effects structure of generalized linear mixed models
• Zero-Inflated Poisson Regression, with an Application to Defects in Manufacturing
• Marginally Specified Logistic‐Normal Models for Longitudinal Binary Data
• Type I and Type II Error Under Random‐Effects Misspecification in Generalized Linear Mixed Models
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