output
20202024
most citedOn model-based time trend adjustments in platform trials with non-concurrent controls

64 citations

5 papers

stat.ME2024★ 2 cited

Treatment-control comparisons in platform trials including non-concurrent controls

Marta Bofill Roig, Pavla Krotka, Katharina Hees +5

Shared controls in platform trials comprise concurrent and non-concurrent controls. For a given experimental arm, non-concurrent controls refer to data from patients allocated to t…

stat.AP2022★ 35 cited

Use of Non-concurrent Common Control in Master Protocols in Oncology Trials: Report of an American Statistical Association Biopharmaceutical Section Open Forum Discussion

Rajeshwari Sridhara, Olga Marchenko, Qi Jiang +14

This article summarizes the discussions from the American Statistical Association (ASA) Biopharmaceutical (BIOP) Section Open Forum that took place on December 10, 2020 and was org…

stat.ME2021★ 64 cited

On model-based time trend adjustments in platform trials with non-concurrent controls

Marta Bofill Roig, Pavla Krotka, Carl-Fredrik Burman +9

Platform trials can evaluate the efficacy of several treatments compared to a control. The number of treatments is not fixed, as arms may be added or removed as the trial progresse…

stat.ME2020★ 9 cited

Propensity Score Weighting for Causal Subgroup Analysis

Siyun Yang, Elizabeth Lorenzi, Georgia Papadogeorgou +3

A common goal in comparative effectiveness research is to estimate treatment effects on pre-specified subpopulations of patients. Though widely used in medical research, causal inf…

cs.LG2020★ 4 cited

Immigration Document Classification and Automated Response Generation

Sourav Mukherjee, Tim Oates, Vince DiMascio +4

In this paper, we consider the problem of organizing supporting documents vital to U.S. work visa petitions, as well as responding to Requests For Evidence (RFE) issued by the U.S.…