On the Efficiency of Score Tests for Homogeneity in Two‐Component Parametric Models for Discrete Data

DOI10.1111/j.1541-0420.2011.01737.xzbMath1272.62094OpenAlexW2170630169WikidataQ34164015 ScholiaQ34164015MaRDI QIDQ4649079

KyungMann Kim, Wei-Wen Hsu, David Todem

Publication date: 19 November 2012

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3902182

zbMATH Keywords

overdispersionlikelihood functiongoodness-of-fit testbinary regressionscore functionnegative binomial modelsidentifiable modelsfinite dimensional parameter

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (11)

Generalized endpoint-inflated binomial model ⋮ The impact of misspecification of nuisance parameters on test for homogeneity in zero-inflated Poisson model: A simulation study ⋮ Adjusted Supremum Score-Type Statistics for Evaluating Non-Standard Hypotheses ⋮ On testing for homogeneity with zero‐inflated models through the lens of model misspecification ⋮ Testing inflated zeros in binomial regression models ⋮ Likelihood-based tests in zero-inflated power series models ⋮ The misuse of the Vuong test for non-nested models to test for zero-inflation ⋮ Score Tests for Both Extra Zeros and Extra Ones in Binomial Mixed Regression Models ⋮ A Wald test for zero inflation and deflation for correlated count data from dental caries research ⋮ Marginal mean models for zero-inflated count data ⋮ A doubly-inflated Poisson regression for correlated count data

Cites Work

• A Score Test for Testing a Zero‐Inflated Poisson Regression Model Against Zero‐Inflated Negative Binomial Alternatives
• The Use of a Mixture Model in the Analysis of Count Data
• Score Tests for Extra-Zero Models in Zero-Inflated Negative Binomial Models
• Composite Link Functions in Generalized Linear Models
• Zero-Inflated Poisson Regression, with an Application to Defects in Manufacturing
• Residual Diagnostics for Mixture Models
• Score tests for zero inflation in generalized linear models
• Zero‐Inflated Poisson and Binomial Regression with Random Effects: A Case Study
• A Score Test Against One-Sided Alternatives
• A Score Test for Zero Inflation in a Poisson Distribution
• Zero‐Altered and other Regression Models for Count Data with Added Zeros

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