Revisiting the analysis pipeline for overdispersed Poisson and binomial data

DOI10.1080/02664763.2022.2026897MaRDI QIDQ6134397

Jeonghwan Kim, Woo-Joo Lee, Unnamed Author

Publication date: 25 July 2023

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://figshare.com/articles/journal_contribution/Revisiting_the_analysis_pipeline_for_overdispersed_Poisson_and_binomial_data/18763482

zbMATH Keywords

score testoverdispersionrestricted likelihoodparametric bootstrapgraphical tools

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Unnamed Item
• Matching conditional and marginal shapes in binary random intercept models using a bridge distribution function
• Random effect and latent variable model selection
• Overdispersion: Models and estimation.
• Order-restricted score tests for homogeneity in generalised linear and nonlinear mixed models
• The Use of Score Tests for Inference on Variance Components
• Statistical Analysis of Financial Data in S-Plus
• An Introduction to Categorical Data Analysis
• A locally most powerful test for homogeneity with many strata
• Negative binomial and mixed poisson regression
• On the use of nonparametric regression for model checking
• Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems
• A comparison of tests for overdispersion in generalized linear models
• Variance component testing in generalised linear models with random effects
• Approximate Inference in Generalized Linear Mixed Models
• Some remarks on overdispersion
• A Score Test Against One-Sided Alternatives
• Test of Homogeneity of Binary Data with Explanatory Variables
• Testing the Fit of a Regression Model Via Score Tests in Random Effects Models
• Regression Analysis of Count Data
• Testing Approaches for Overdispersion in Poisson Regression versus the Generalized Poisson Model
• Bootstrap tests for variance components in generalized linear mixed models
• Recovery of inter-block information when block sizes are unequal

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