A Two-Part Random-Effects Model for Semicontinuous Longitudinal Data
Top Cited Papers
- 1 June 2001
- journal article
- Published by Taylor & Francis in Journal of the American Statistical Association
- Vol. 96 (454) , 730-745
- https://doi.org/10.1198/016214501753168389
Abstract
A semicontinuous variable has a portion of responses equal to a single value (typically 0) and a continuous, often skewed, distribution among the remaining values. In cross-sectional analyses, vari...Keywords
This publication has 40 references indexed in Scilit:
- Bayesian Tobit Modeling of Longitudinal Ordinal Clinical Trial Compliance Data With Nonignorable MissingnessJournal of the American Statistical Association, 1996
- Improved Approximations for Multilevel Models with Binary ResponsesJournal of the Royal Statistical Society Series A: Statistics in Society, 1996
- Bias correction in generalised linear mixed models with a single component of dispersionBiometrika, 1995
- A simulation estimation analysis of the external debt crises of developing countriesJournal of Applied Econometrics, 1994
- Approximate Inference in Generalized Linear Mixed ModelsJournal of the American Statistical Association, 1993
- Sampling-Based Approaches to Calculating Marginal DensitiesJournal of the American Statistical Association, 1990
- Tobit models: A surveyJournal of Econometrics, 1984
- A Comparison of Alternative Models for the Demand for Medical CareJournal of Business & Economic Statistics, 1983
- Fitting a Response Model for n Dichotomously Scored ItemsPsychometrika, 1970
- On the Distribution of a Positive Random Variable Having a Discrete Probability Mass at the OriginJournal of the American Statistical Association, 1955