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stat.ME2021★ 1 cited
Modeling Heterogeneity and Missing Data of Multiple Longitudinal Outcomes in Electronic Health Records
Rebecca Anthopolos, Ying Wei, Qixuan Chen
In electronic health records (EHRs), latent subgroups of patients may exhibit distinctive patterning in their longitudinal health trajectories. For such data, growth mixture models…
stat.ME2019
Integrated Quantile RAnk Test (iQRAT) for gene-level associations
Tianying Wang, Iuliana Ionita-Laza, Ying Wei
Gene-based testing is a commonly employed strategy in many genetic association studies. Gene-trait associations can be complex due to underlying population heterogeneity, gene-envi…