Zero‐Inflated Poisson and Binomial Regression with Random Effects: A Case Study

DOI10.1111/j.0006-341X.2000.01030.xzbMath1060.62535OpenAlexW2102810005WikidataQ52584921 ScholiaQ52584921MaRDI QIDQ4670455

Daniel B. Hall

Publication date: 22 April 2005

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.0006-341x.2000.01030.x

zbMATH Keywords

EM algorithm repeated measures heterogeneity overdispersion generalized linear mixed model mixed effects excess zeros

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12)

Related Items (only showing first 100 items - show all)

Zero-inflated generalized extreme value regression model for binary response data and application in health study ⋮ Tweedie gradient boosting for extremely unbalanced zero-inflated data ⋮ A flexible regression model for zero- and k-inflated count data ⋮ Model-Based Microbiome Data Ordination: A Variational Approximation Approach ⋮ Analysis of mixed correlated bivariate zero-inflated count and(k,l)-inflated beta responses with application to social network datasets ⋮ Joint modeling for longitudinal set-inflated continuous and count responses ⋮ Modified Poisson estimators for grouped and right-censored counts ⋮ Asymptotic results in censored zero-inflated Poisson regression ⋮ Sample size calculations for hierarchical Poisson and zero-inflated Poisson regression models ⋮ Analysis of mixed longitudinal (k,l)-Inflated power series, ordinal and continuous responses with sensitivity analysis to non-ignorable missing mechanism ⋮ Analysis of mixed correlated semi-continuous and β-inflated Poisson responses ⋮ Nonparametric interval estimation for the mean of a zero-inflated population ⋮ A constrained marginal zero-inflated binomial regression model ⋮ Zero-inflated beta distribution regression modeling ⋮ Modelling zero inflated and under-reported count data ⋮ On testing for homogeneity with zero‐inflated models through the lens of model misspecification ⋮ A new mixed‐effects regression model for the analysis of zero‐modified hierarchical count data ⋮ Modelling Excess Zeros in Count Data: A New Perspective on Modelling Approaches ⋮ Joint modeling of longitudinal count and time-to-event data with excess zero using accelerated failure time model: an application with CD4 cell counts ⋮ Nonparametric Scanning Tests of Homogeneity for Hierarchical Models with Continuous Covariates ⋮ Joint models for longitudinal zero-inflated overdispersed binomial and normal responses ⋮ Robust Recommendation via Social Network Enhanced Matrix Completion ⋮ Testing inflated zeros in binomial regression models ⋮ Estimation of zero-inflated parameter-driven models via data cloning ⋮ Zero-inflated sum of Conway-Maxwell-Poissons (ZISCMP) regression ⋮ GEE-based zero-inflated generalized Poisson model for clustered over or under-dispersed count data ⋮ A mixed-effects least square support vector regression model for three-level count data ⋮ Addressing overdispersion and zero-inflation for clustered count data via new multilevel heterogenous hurdle models ⋮ Sequential probability ratio test for zero inflation in counting data ⋮ Unnamed Item ⋮ Likelihood estimation for longitudinal zero-inflated power series regression models ⋮ Analyzing propensity matched zero-inflated count outcomes in observational studies ⋮ A Bayesian approach of joint models for clustered zero-inflated count data with skewness and measurement errors ⋮ Bayesian estimation and case influence diagnostics for the zero-inflated negative binomial regression model ⋮ Distribution-free inference of zero-inflated binomial data for longitudinal studies ⋮ Estimation in zero-inflated binomial regression with missing covariates ⋮ Degree course change and student performance: a mixed-effect model approach ⋮ A latent variable model for analyzing mixed longitudinal (k,l)-inflated count and ordinal responses ⋮ Random effect models for repeated measures of zero-inflated count data ⋮ Two-component mixtures of generalized linear mixed effects models for cluster correlated data ⋮ Marginal zero-inflated regression models for count data ⋮ A general location model with zero-inflated counts and skew normal outcomes ⋮ Estimation and influence diagnostics for zero-inflated hyper-Poisson regression model: full Bayesian analysis ⋮ Modeling heterogeneity for count data: A study of maternal mortality in health facilities in Mozambique ⋮ Bayesian hidden Markov models to identify RNA–protein interaction sites in PAR‐CLIP ⋮ Mixture models for quantitative HIV RNA data ⋮ Analysis of repeated measures data with clumping at zero ⋮ On Smoothing Trends in Population Index Modeling ⋮ R²measures for zero-inflated regression models for count data with excess zeros ⋮ Semi Varying Coefficient Zero-Inflated Generalized Poisson Regression Model ⋮ Zero-inflated models for adjusting varying exposures: a cautionary note on the pitfalls of using offset ⋮ A doubly-inflated Poisson regression for correlated count data ⋮ Simultaneous statistical modelling of excess zeros, over/underdispersion, and multimodality with applications in hotel industry ⋮ Spatial Tweedie exponential dispersion models: an application to insurance rate-making ⋮ Joint (k, l)-hurdle random effects models for mixed longitudinal power series and normal outcomes ⋮ A NEW MULTIVARIATE ZERO-INFLATED HURDLE MODEL WITH APPLICATIONS IN AUTOMOBILE INSURANCE ⋮ A multivariate zero-inflated binomial model for the analysis of correlated proportional data ⋮ Semiparametric zero-inflated Bernoulli regression with applications ⋮ Analyzing clustered count data with a cluster-specific random effect zero-inflated Conway–Maxwell–Poisson distribution ⋮ The Truncated Inflated Beta Distribution ⋮ Untangle the structural and random zeros in statistical modelings ⋮ Objective priors for the zero-modified model ⋮ Bayesian analysis of the p-order integer-valued AR process with zero-inflated Poisson innovations ⋮ Robust inference in the multilevel zero-inflated negative binomial model ⋮ Quasi-binomial zero-inflated regression model suitable for variables with bounded support ⋮ Extending ordinal regression with a latent zero-augmented beta distribution ⋮ Power and sample size calculations for Poisson and zero-inflated Poisson regression models ⋮ Dealing with overdispersion in multivariate count data ⋮ Validation likelihood estimation method for a zero-inflated Bernoulli regression model with missing covariates ⋮ Hierarchical mixture models for zero-inflated correlated count data ⋮ A CONTINUUM MODEL OF THE WITHIN-ANIMAL POPULATION DYNAMICS OF E. COLI O157 ⋮ Estimation in the zero-inflated bivariate Poisson model, with an application to health-care utilization data ⋮ Score tests for heterogeneity and overdispersion in zero-inflated Poisson and binomial regression models ⋮ Multilevel zero-inflated negative binomial regression modeling for over-dispersed count data with extra zeros ⋮ Bayesian forecasting with a regime-switching zero-inflated multilevel Poisson regression model: an application to adolescent alcohol use with spatial covariates ⋮ Score tests for zero-inflation and overdispersion in two-level count data ⋮ Testing overdispersion in the zero-inflated Poisson model ⋮ Zero-inflated non-central negative binomial distribution ⋮ Spatial generalized linear models with non-Gaussian translation processes ⋮ Generalized endpoint-inflated binomial model ⋮ Probability of ruin in discrete insurance risk model with dependent Pareto claims ⋮ Semiparametric analysis of longitudinal zero-inflated count data ⋮ Improvements of the Newton-Raphson method ⋮ Simultaneous confidence bands in a zero-inflated regression model for binary data ⋮ Adjusted Supremum Score-Type Statistics for Evaluating Non-Standard Hypotheses ⋮ Regression modeling of one-inflated positive count data ⋮ Poisson regression and zero-inflated Poisson regression: application to private health insurance data ⋮ Score tests for zero-inflated double Poisson regression models ⋮ On estimation and influence diagnostics for zero-inflated negative binomial regression models ⋮ Identifiability of zero-inflated Poisson models ⋮ Score test for homogeneity of dispersion in generalized Poisson mixed models with excess zeros ⋮ Maximum likelihood estimation in the logistic regression model with a cure fraction ⋮ On zero-inflated permutation testing and some related problems ⋮ Analysis of zero-inflated clustered count data: a marginalized model approach ⋮ Estimating the prevalence of atrial fibrillation from a three-class mixture model for repeated diagnoses ⋮ Unified computational methods for regression analysis of zero-inflated and bound-inflated data ⋮ A semi-parametric quantile regression approach to zero-inflated and incomplete longitudinal outcomes ⋮ Fitting statistical distributions to sea duck count data: implications for survey design and abundance estimation ⋮ The zero-inflated Conway-Maxwell-Poisson distribution: Bayesian inference, regression modeling and influence diagnostic ⋮ Dose response models with natural mortality and random effects

Cites Work

This page was built for publication: Zero‐Inflated Poisson and Binomial Regression with Random Effects: A Case Study