causal inference 1cumulative probability model 1doubly robust estimation 1quantile treatment effect 1semiparametric models 1
From the 1 of 3 linked papers with an AI index.
3 papers
stat.ME2026
Doubly Robust Estimators of Quantile Treatment Effects With Semiparametric Cumulative Probability Models
Hao Wu, Chun Li, Bryan E. Shepherd
The paper proposes doubly robust semiparametric methods based on cumulative probability models to estimate quantile treatment effects and related distributional measures, providing…
stat.ME2026
Addressing errors in multiple variables using generalized raking and cumulative probability models
Eric S. Kawaguchi, Chun Li, Frank E. Harrell +3
Routinely collected data, such as electronic health record (EHR) data, are frequently used for biomedical research, but these data are prone to errors, which can bias study finding…
stat.ME2025
Between- and Within-Cluster Spearman Rank Correlations
Shengxin Tu, Chun Li, Bryan E. Shepherd
Clustered data are common in practice. Clustering arises when subjects are measured repeatedly, or subjects are nested in groups (e.g., households, schools). It is often of interes…