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ShinyPrior: A tool for estimating probability distributions using published evidence

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  • White, Nicole
  • Blythe, Robin

Abstract

ShinyPrior is a web-based application for estimating probability distributions from summary statistics. The application implements appropriate methods to convert different summary statistics into distributions commonly assumed for continuous variables in health economic models. The application was developed using the shiny and shinydashboard packages available in R, and is available at https://aushsi.shinyapps.io/shiny prior.

Suggested Citation

  • White, Nicole & Blythe, Robin, 2023. "ShinyPrior: A tool for estimating probability distributions using published evidence," OSF Preprints zf62e, Center for Open Science.
    • Handle: RePEc:osf:osfxxx:zf62e
    DOI: 10.31219/osf.io/zf62e
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    References listed on IDEAS

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    1. Drummond, Michael F. & Sculpher, Mark J. & Claxton, Karl & Stoddart, Greg L. & Torrance, George W., 2015. "Methods for the Economic Evaluation of Health Care Programmes," OUP Catalogue, Oxford University Press, edition 4, number 9780199665884.
    2. Karl Claxton & Mark Sculpher & Chris McCabe & Andrew Briggs & Ron Akehurst & Martin Buxton & John Brazier & Tony O'Hagan, 2005. "Probabilistic sensitivity analysis for NICE technology assessment: not an optional extra," Health Economics, John Wiley & Sons, Ltd., vol. 14(4), pages 339-347, April.
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