Journal of Biopharmaceutical Statistics, Volume 32, Issue 1 (2022)

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Journal of Biopharmaceutical Statistics, Volume 32, Issue 1 (2022)

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Special Issue on Real World Evidence

Editorial

Editorial
Guest Editors’ Note on the Special Issue Real-World Evidence
Junjing Lin & Qian Li
Pages: 1-3
Published online: 15 Feb 2022
First Page PreviewforGuest Editors’ Note on the Special Issue Real-World Evidence | Full Text | References | PDF (201.1 KB) | EPUB
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Free Access

Research Article

Article
Power priors with entropy balancing weights in data augmentation of partially controlled randomized trials
Guanglei Yu, Yuanyuan Bian & Margaret Gamalo
Pages: 4-20
Published online: 24 Jan 2022
AbstractforPower priors with entropy balancing weights in data augmentation of partially controlled randomized trials | Full Text | References | PDF (1.5 MB) | EPUB
  • 475 Views
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Article
Challenges and potential strategies utilizing external data for efficacy evaluation in small-sized clinical trials
Feiran Jiao, Yeh-Fong Chen, Min Min & Sara Jimenez
Pages: 21-33
Published online: 05 Jan 2022
AbstractforChallenges and potential strategies utilizing external data for efficacy evaluation in small-sized clinical trials | Full Text | References | PDF (973.8 KB) | EPUB
  • 541 Views
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Article
Borrowing historical information to improve phase I clinical trials using meta-analytic-predictive priors
Xin Chen, Jingyi Zhang, Qian Jiang & Fangrong Yan
Pages: 34-52
Published online: 20 May 2022
AbstractforBorrowing historical information to improve phase I clinical trials using meta-analytic-predictive priors | Full Text | References | PDF (684.1 KB) | EPUB
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Article
Incorporating propensity scores for evidence synthesis under bayesian framework: review and recommendations for clinical studies
Junjing Lin & Jianchang Lin
Pages: 53-74
Published online: 16 May 2021
AbstractforIncorporating propensity scores for evidence synthesis under bayesian framework: review and recommendations for clinical studies | Full Text | References | PDF (2 MB) | EPUB
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Article
Bayesian Divide-and-Conquer Propensity Score Based Approaches for Leveraging Real World Data in Single Arm Clinical Trials
Eric Baron, Jian Zhu, Rui (Sammi) Tang & Ming-Hui Chen
Pages: 75-89
Published online: 29 Jan 2022
AbstractforBayesian Divide-and-Conquer Propensity Score Based Approaches for Leveraging Real World Data in Single Arm Clinical Trials | Full Text | References | PDF (1.6 MB) | EPUB | Supplemental
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Article
Deep historical borrowing framework to prospectively and simultaneously synthesize control information in confirmatory clinical trials with multiple endpoints
Tianyu Zhan, Yiwang Zhou, Ziqian Geng, Yihua Gu, Jian Kang, Li Wang, Xiaohong Huang & Elizabeth H. Slate
Pages: 90-106
Published online: 10 Oct 2021
AbstractforDeep historical borrowing framework to prospectively and simultaneously synthesize control information in confirmatory clinical trials with multiple endpoints | Full Text | References | PDF (2.7 MB) | EPUB | Supplemental
  • 448 Views
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Article
Leverage multiple real-world data sources in single-arm medical device clinical studies
Nelson Lu, Chenguang Wang, Wei-Chen Chen, Heng Li, Changhong Song, Ram Tiwari, Yunling Xu & Lilly Q. Yue
Pages: 107-123
Published online: 12 Apr 2021
AbstractforLeverage multiple real-world data sources in single-arm medical device clinical studies | Full Text | References | PDF (1.3 MB) | EPUB
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Article
Matching design for augmenting the control arm of a randomized controlled trial using real-world data
Yingying Liu, Bo Lu, Richard Foster, Yiwei Zhang, Z. John Zhong, Ming-Hui Chen & Peng Sun
Pages: 124-140
Published online: 29 Jan 2022
AbstractforMatching design for augmenting the control arm of a randomized controlled trial using real-world data | Full Text | References | PDF (2.7 MB) | EPUB
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Article
A novel approach to augment single-arm clinical studies with real-world data
Archie Sachdeva, Ram C Tiwari & Subharup Guha
Pages: 141-157
Published online: 27 Dec 2021
AbstractforA novel approach to augment single-arm clinical studies with real-world data | Full Text | References | PDF (4.2 MB) | EPUB | Supplemental
  • 615 Views
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Article
Propensity score-integrated power prior approach for augmenting the control arm of a randomized controlled trial by incorporating multiple external data sources
Nelson Lu, Chenguang Wang, Wei-Chen Chen, Heng Li, Changhong Song, Ram Tiwari, Yunling Xu & Lilly Q. Yue
Pages: 158-169
Published online: 10 Nov 2021
AbstractforPropensity score-integrated power prior approach for augmenting the control arm of a randomized controlled trial by incorporating multiple external data sources | Full Text | References | PDF (1.3 MB) | EPUB | Supplemental
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Article
Propensity score-integrated Bayesian prior approaches for augmented control designs: a simulation study
Xi Wang, Leah Suttner, Thomas Jemielita & Xiaoyun Li
Pages: 170-190
Published online: 23 Dec 2021
AbstractforPropensity score-integrated Bayesian prior approaches for augmented control designs: a simulation study | Full Text | References | PDF (4.6 MB) | EPUB | Supplemental
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Article
Integrating real world data and clinical trial results using survival data reconstruction and marginal moment-balancing weights
Kylie Getz, Ronac Mamtani & Rebecca A. Hubbard
Pages: 191-203
Published online: 10 Nov 2021
AbstractforIntegrating real world data and clinical trial results using survival data reconstruction and marginal moment-balancing weights | Full Text | References | PDF (515.4 KB) | EPUB
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Article
Exploring the Potential of External Control Arms created from Patient Level Data: A case study in non-small cell lung cancer
Xiang Yin, Pallavi S. Mishra-Kalyan, Rajeshwari Sridhara, Mark D. Stewart, Elizabeth A. Stuart & Ruthanna C. Davi
Pages: 204-218
Published online: 05 Jan 2022
AbstractforExploring the Potential of External Control Arms created from Patient Level Data: A case study in non-small cell lung cancer | Full Text | References | PDF (3.5 MB) | EPUB
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