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Using historical data for Bayesian sample size determination

✍ Scribed by Fulvio De Santis


Book ID
111038362
Publisher
John Wiley and Sons
Year
2007
Tongue
English
Weight
656 KB
Volume
170
Category
Article
ISSN
0964-1998

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Sample size estimation is a major component of the design of virtually every experiment in medicine. Prudent use of the available prior information is a crucial element of experimental planning. Most sample size formulae in current use employ this information only in the form of point estimates, eve

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✍ Fulvio De Santis πŸ“‚ Article πŸ“… 2004 πŸ› Elsevier Science 🌐 English βš– 363 KB

This paper considers the problem of choosing the sample size for testing hypotheses on the parameters of a model using Bayes factors. Extending the evidential approach outlined in Royall (Statistical Evidence: a Likelihood paradigm. Chapman & Hall, London (1997), J. Amer. Statist. Assoc. 95 (2000) 7