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Predictive Screening Methods in Binary Response Models

In: Probability and Bayesian Statistics

Author

Listed:
  • Ian R. Dunsmore

    (University of Sheffield)

  • Richard J. Boys

    (University of Newcastle upon Tyne)

Abstract

Summary Screening procedures are used in order to improve the ‘quality’ of individuals retained in some way. In this paper we present a Bayesian predictive approach to screening for binary response data. We discuss its relationship with diagnosis and classification problems. The methods are illustrated by an example of medical screening for Conn’s syndrome.

Suggested Citation

  • Ian R. Dunsmore & Richard J. Boys, 1987. "Predictive Screening Methods in Binary Response Models," Springer Books, in: R. Viertl (ed.), Probability and Bayesian Statistics, pages 151-158, Springer.
    • Handle: RePEc:spr:sprchp:978-1-4613-1885-9_15
    DOI: 10.1007/978-1-4613-1885-9_15
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