3 citations · 4 across the 3 of their papers we have counts for
3 papers
stat.ME2024★ 1 cited
Non-collapsibility and Built-in Selection Bias of Hazard Ratio in Randomized Controlled Trials
Helen Bian, Menglan Pang, Guanbo Wang +1
Background: The hazard ratio of the Cox proportional hazards model is widely used in randomized controlled trials to assess treatment effects. However, two properties of the hazard…
stat.ME2023
A Sparse Factor Model for Clustering High-Dimensional Longitudinal Data
Zihang Lu, Noirrit Kiran Chandra
Recent advances in engineering technologies have enabled the collection of a large number of longitudinal features. This wealth of information presents unique opportunities for res…
stat.ME2022★ 3 cited
A Joint Modeling Approach for Clustering Mixed-Type Multivariate Longitudinal Data: Application to the CHILD Cohort Study
Zhiwen Tan, Chang Shen, Padmaja Subbarao +2
In epidemiological and clinical studies, identifying patients' phenotypes based on longitudinal profiles is critical to understanding the disease's developmental patterns. The curr…