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Discussion of “Power Priors for Leveraging Historical Data: Looking Back and Looking Forward”✩
Volume 23, Issue 1 (2025), pp. 56–58
Guohui Wu  

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https://doi.org/10.6339/25-JDS1161F
Pub. online: 4 February 2025      Type: Discussion      Open accessOpen Access

✩ Main article: https://doi.org/10.6339/24-JDS1161.

Published
4 February 2025

References

 
Blei DM, Kucukelbir A, McAuliffe JD (2017). Variational inference: A review for statisticians. Journal of the American Statistical Association, 112(518): 859–877. https://doi.org/10.1080/01621459.2017.1285773
 
Carvalho LM, Ibrahim JG (2021). On the normalized power prior. Statistics in Medicine, 40(24): 5251–5275. https://doi.org/10.1002/sim.9124
 
Chen MH, Guan Z, Lin M, Sun M (2025). Power priors for leveraging historical data: Looking back and looking forward. Journal of Data Science, 23(1): 1–30. https://doi.org/10.6339/24-JDS1161.
 
Gravestock I, Held L (CN Consortium) (2017). Adaptive power priors with empirical Bayes for clinical trials. Pharmaceutical Statistics, 16(5): 349–360. https://doi.org/10.1002/pst.1814
 
Han Z, Zhang Q, Wang M, Ye K, Chen MH (2023). On efficient posterior inference in normalized power prior Bayesian analysis. Biometrical Journal, 65(5): 2200194. https://doi.org/10.1002/bimj.202200194
 
Ibrahim JG, Chen MH (2000). Power prior distributions for regression models. Statistical Science, 15(1): 46–60. https://doi.org/10.1214/ss/1009212673
 
Ormerod JT, Wand MP (2010). Explaining variational approximations. American Statistician, 64(2): 140–153. https://doi.org/10.1198/tast.2010.09058
 
Pawel S, Aust F, Held L, Wagenmakers EJ (2023). Normalized power priors always discount historical data. Stat, 12(1): e591. https://doi.org/10.1002/sta4.591
 
Viele K, Berry S, Neuenschwander B, Amzal B, Chen F, Enas N, et al. (2014). Use of historical control data for assessing treatment effects in clinical trials. Pharmaceutical Statistics, 13(1): 41–54. https://doi.org/10.1002/pst.1589

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2025 The Author(s). Published by the School of Statistics and the Center for Applied Statistics, Renmin University of China.
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