Methodological advancements in epidemiology, biostatistics, and data science have
strengthened the research world's ability to use data captured from electronic health records …

In biomedical studies, panel count data have been extensively investigated. Such data occur
if study subjects are monitored or observed only at some discrete time points during …

Panel count data occur in studies that concern recurrent events, or event history studies,
when study subjects are observed only at discrete time points. By recurrent events, we mean …

Statistical analysis of longitudinal data has been discussed by many authors, and a number
of methods have been proposed. Most of the research have focused on situations where …

Panel count data usually occur in longitudinal follow-up studies that concern occurrence
rates of certain recurrent events and their analysis involves two processes. One is the …

Mixed panel count data have attracted increasing attention in medical research based on
event history studies. When such data arise, one either observes the number of event …

Mixed panel count data represent a common complex data structure in longitudinal survey
studies. A major challenge in analyzing such data is variable selection and estimation while …

Event history studies occur in many fields including economics, medical studies, and social
science. In such studies concerning some recurrent events, two types of data have been …

Panel count data refers to the information collected in studies focusing on recurrent events,
where subjects are observed only at specific time points. If these study subjects are exposed …

In longitudinal follow-up studies, panel count data arise from discrete observations on
recurrent events. We investigate a more general situation where a partly interval-censored …