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Sophie Sun

4 papers hereh-index 476 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.AP4

identity via Semantic Scholar / OpenAlex

collaborators

4 papers

stat.AP2026

A Workflow for Evaluating Regional Treatment Effect Heterogeneity in Multi-Regional Clinical Trials

Cong Zhang, Meihua Long, Tianyu Zheng +8

Multi-regional clinical trials (MRCTs) enable efficient global drug development by assessing treatment effects across regions within a single protocol. While powered for overall ef…

stat.AP2026

Comparing methods to assess treatment effect heterogeneity in general parametric regression models

Yao Chen, Sophie Sun, Konstantinos Sechidis +3

This paper reviews and compares methods to assess treatment effect heterogeneity in the context of parametric regression models. These methods include the standard likelihood ratio…

stat.AP2026

Using Individualized Treatment Effects to Assess Treatment Effect Heterogeneity

Konstantinos Sechidis, Cong Zhang, Sophie Sun +3

Assessing treatment effect heterogeneity (TEH) in clinical trials is crucial, as it provides insights into the variability of treatment responses among patients, influencing import…

stat.AP2025

WATCH: A Workflow to Assess Treatment Effect Heterogeneity in Drug Development for Clinical Trial Sponsors

Konstantinos Sechidis, Sophie Sun, Yao Chen +8

This paper proposes a Workflow for Assessing Treatment effeCt Heterogeneity (WATCH) in clinical drug development targeted at clinical trial sponsors. WATCH is designed to address t…

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