A two-part mixed-effects pattern-mixture model to handle zero-inflation and incompleteness in a longitudinal setting

A Family of Generalized Linear Models for Repeated Measures with Normal and Conjugate Random Effects

(2011) Geert Molenberghs et al.   STATISTICAL SCIENCE

Two-part regression models for longitudinal zero-inflated count data

(2010) Marco Alfò et al.   CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE

Random effects regression models for count data with excess zeros in caries research

(2010) D. Todem et al.   JOURNAL OF APPLIED STATISTICS

Regression in a copula model for bivariate count data

(2010) Aristidis K. Nikoloulopoulos et al.   JOURNAL OF APPLIED STATISTICS

Pattern-Mixture Zero-Inflated Mixed Models for Longitudinal Unbalanced Count Data with Excessive Zeros

(2009) M. Tariqul Hasan et al.   BIOMETRICAL JOURNAL

Partial and latent ignorability in missing-data problems

(2009) O. Harel et al.   BIOMETRIKA

Zero-Inflated Poisson Regression for Longitudinal Data

(2009) M. Tariqul Hasan et al.   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Missing data mechanisms and their implications on the analysis of categorical data

(2009) Frederico Z. Poleto et al.   STATISTICS AND COMPUTING

A finite mixture model for multivariate counts under endogenous selectivity

(2009) Marco Alfò et al.   STATISTICS AND COMPUTING

Modelling heterogeneity in clustered count data with extra zeros using compound Poisson random effect

(2009) Renjun Ma et al.   STATISTICS IN MEDICINE

A selection model for longitudinal binary responses subject to non-ignorable attrition

(2009) Marco Alfò et al.   STATISTICS IN MEDICINE

A Semi-Parametric Shared Parameter Model to Handle Nonmonotone Nonignorable Missingness

(2008) Roula Tsonaka et al.   BIOMETRICS

Every missingness not at random model has a missingness at random counterpart with equal fit

(2008) Geert Molenberghs et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Semiparametric analysis of panel count data with correlated observation and follow-up times

(2008) Xin He et al.   LIFETIME DATA ANALYSIS

A cautionary case study of approaches to the treatment of missing data

(2008) Christopher Paul et al.   Statistical Methods and Applications

A Two-Part Joint Model for the Analysis of Survival and Longitudinal Binary Data with Excess Zeros

(2007) Dimitris Rizopoulos et al.   BIOMETRICS