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Journal of the American Statistical Association Volume 114, 2019 - Issue 527
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Applications and Case Studies

Bayesian Uncertainty Directed Trial Designs

Steffen VentzDepartment of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA;Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MAView further author information
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Matteo CellamareDepartment of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA;Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MAView further author information
,
Sergio BacalladoStatistical Laboratory, Center for the Mathematical Sciences, University of Cambridge, Cambridge, United KingdomORCID Iconhttps://orcid.org/0000-0002-7193-6450View further author information
ORCID Icon &
Lorenzo TrippaDepartment of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA;Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MAView further author information
Pages 962-974 | Received 01 May 2017, Published online: 26 Oct 2018

Citations (7)

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Gary L. Rosner. (2020) Bayesian Methods in Regulatory Science. Statistics in Biopharmaceutical Research 12:2, pages 130-136.
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Articles from other publishers (6)

Yunshan Duan, Peter Müller & Yuan Ji. (2023) Comment: Response-Adaptive Randomization in Clinical Trials: From Myths to Practical Considerations. Statistical Science 38:2.
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Alejandra Avalos-Pacheco, Steffen Ventz, Andrea Arfè, Brian M. Alexander, Rifaquat Rahman, Patrick Y. Wen & Lorenzo Trippa. (2023) Validation of Predictive Analyses for Interim Decisions in Clinical Trials. JCO Precision Oncology:7.
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Siththara Gedara J. Senarathne, Antony M. Overstall & James M. McGree. (2020) Bayesian adaptive N‐of‐1 trials for estimating population and individual treatment effects. Statistics in Medicine 39:29, pages 4499-4518.
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Gary L. Rosner & Peter Müller. (2020) Discussion on “Predictively consistent prior effective sample sizes,” by Beat Neuenschwander, Sebastian Weber, Heinz Schmidli, and Anthony O'Hagan. Biometrics 76:2, pages 599-601.
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I. Domenicano, S. Ventz, M. Cellamare, R. H. Mak & L. Trippa. (2019) Bayesian uncertainty‐directed dose finding designs. Journal of the Royal Statistical Society: Series C (Applied Statistics) 68:5, pages 1393-1410.
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Yifan Zhang, Lorenzo Trippa & Giovanni Parmigiani. (2019) Frequentist operating characteristics of Bayesian optimal designs via simulation. Statistics in Medicine 38:21, pages 4026-4039.
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