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In many medical and social science studies, count responses with excess zeros are very common and often the primary outcome of interest. Such count responses are usually generated under some clustered correlation structures due to longitudinal observations of subjects. To model such longitudinal count data with excess zeros, the zero‐inflated binomial (ZIB) models for bounded outcomes, and the zero‐inflated...
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