activity
20192026
most citedSensitivity Analysis for Unmeasured Confounding in Medical Product Development and Evaluation Using Real World Evidence

3 citations · 3 across the 5 of their papers we have counts for

collaborators

5 papers

stat.ME2026

Implementing the principal stratum strategy for intercurrent events with survival outcomes: a tutorial

Xiaoxiao Zhou, Joyce Chen, Pallavi Mishra-Kalyani +5

The International Council for Harmonization (ICH) E9 (R1) addendum provides the estimand framework to formulate treatment effects in a clinical trial. One of the attributes of an e…

stat.ME2026

Externally Controlled Trials: A Review of Design and Borrowing Through a Causal Lens

Ke Zhu, Rima Izem, Peng Yang +8

Externally controlled trials (ECTs) are increasingly used when randomized controls are infeasible, unethical, or insufficient, including applications in rare diseases, oncology, pe…

stat.ME2023★ 3 cited

Sensitivity Analysis for Unmeasured Confounding in Medical Product Development and Evaluation Using Real World Evidence

Yixin Fang, Pallavi Mishra-Kalyani, Xiang Zhang +8

The American Statistical Association Biopharmaceutical Section (ASA BIOP) scientific working group on real-world evidence (RWE) has been making continuous, extended efforts towards…

stat.ME2019

Propensity Process: a Balancing Functional

Pallavi S. Mishra-Kalyani, Brent A. Johnson, Qi Long

In observational clinic registries, time to treatment is often of interest, but treatment can be given at any time during follow-up and there is no structure or intervention to ens…

stat.AP2019

Estimating the effect of PEG in ALS patients using observational data subject to censoring by death and missing outcomes

Pallavi Mishra-Kalyani, Brent A. Johnson, Jonathan D. Glass +1

Though they may offer valuable patient and disease information that is impossible to study in a randomized trial, clinical disease registries also require special care and attentio…