9 citations · 10 across the 3 of their papers we have counts for
3 papers
stat.ME2024★ 1 cited
Continuous-time structural failure time model for intermittent treatment
Guanbo Wang, Siyi Liu, Shu Yang
The intermittent intake of treatment is commonly seen in patients with chronic disease. For example, patients with atrial fibrillation may need to discontinue the oral anticoagulan…
stat.ME2022
Sensitivity analysis in longitudinal clinical trials via distributional imputation
Siyi Liu, Shu Yang, Yilong Zhang +2
Missing data is inevitable in longitudinal clinical trials. Conventionally, the missing at random assumption is assumed to handle missingness, which however is unverifiable empiric…
stat.ME2020★ 9 cited
Data fusion methods for the heterogeneity of treatment effect and confounding function
Shu Yang, Siyi Liu, Donglin Zeng +1
The heterogeneity of treatment effect (HTE) lies at the heart of precision medicine. Randomized controlled trials are gold-standard for treatment effect estimation but are typicall…