Utility of propensity score-based Bayesian borrowing of external adult data in pediatric trials: A pragmatic evaluation through a case study in acute lymphoblastic leukemia (ALL)-Reference-Cited by-同舟云学术

Utility of propensity score-based Bayesian borrowing of external adult data in pediatric trials: A pragmatic evaluation through a case study in acute lymphoblastic leukemia (ALL)

Published:2023-01-04 Issue:6 Volume:33 Page:737-751
ISSN:1054-3406
Container-title:Journal of Biopharmaceutical Statistics
language:en
Short-container-title:Journal of Biopharmaceutical Statistics

Author:

Majumdar Antara¹,Rothwell Rebecca²,Reaman Gregory³,Ahlberg Corinne⁴,Roy Pourab⁵

Affiliation:

1. Oncology Biostatistics, GlaxoSmithKline, Collegeville, PA, USA

2. Office of Biostatistics, U.S. Food and Drug Administration, Silver Spring, MD, USA

3. Oncology Center of Excellence, U.S. Food and Drug Administration, Silver Spring, MD, USA

4. Acorn AI by Medidata, a Dassault Systèmes company, New York, NY, USA

5. Biostatistics, Regeneron Pharmaceuticals, Tarrytown, NY, USA

Funder

no funding

Publisher

Informa UK Limited

Subject

Pharmacology (medical),Pharmacology,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/10543406.2022.2162069

Reference39 articles.

1. Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples

2. An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies

3. A comparison of propensity score methods: a case-study estimating the effectiveness of post-AMI statin use

4. Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies

5. Cancer drugs approved for use in children: Impact of legislative initiatives and future opportunities

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1. Enhancing generalizability and efficiency in clinical trials through dynamic information borrowing for both experimental and control arms: A simulation study;Journal of Evidence-Based Medicine;2023-12

2. Pediatric needs should be considered early in the clinical development lifecycle;Journal of Biopharmaceutical Statistics;2023-08-08