Propensity score stratified MAP prior and posterior inference for incorporating information across multiple potentially heterogeneous data sources-Reference-Cited by-同舟云学术

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Propensity score stratified MAP prior and posterior inference for incorporating information across multiple potentially heterogeneous data sources

Published:2023-03-07 Issue:2 Volume:34 Page:190-204
ISSN:1054-3406
Container-title:Journal of Biopharmaceutical Statistics
language:en
Short-container-title:Journal of Biopharmaceutical Statistics

Author:

Zhu Angela Yaqian¹^ORCID,Roy Dooti²,Zhu Zheng²,Sailer Martin Oliver³

Affiliation:

1. Statistics and Decision Sciences, Janssen Research & Development, Johnson & Johnson, Raritan, New Jersey, USA

2. Department of Biostatistics and Data Science, Boehringer Ingelheim Pharmaceuticals Inc, Ridgefield, Connecticut, USA

3. Department of Biostatistics and Data Science, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach, Germany

Funder

no funding

Publisher

Informa UK Limited

Subject

Pharmacology (medical),Pharmacology,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/10543406.2023.2181354

Reference22 articles.

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

2. Propensity score-integrated composite likelihood approach for augmenting the control arm of a randomized controlled trial by incorporating real-world data

3. Greedy function approximation: A gradient boosting machine.

4. A Randomized Trial of the Efficacy and Safety of the H3 Antagonist ABT-288 in Cognitive Impairment Associated With Schizophrenia

5. Ensuring exchangeability in data‐based priors for a Bayesian analysis of clinical trials

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Propensity score weighted multi‐source exchangeability models for incorporating external control data in randomized clinical trials;Statistics in Medicine;2024-06-24

2. Bayesian approach for design and analysis of medical device trials in the era of modern clinical studies;Medical Review;2023-10-01

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