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Bayes' theorem and conditional nonindependence of data in medical diagnosis

✍ Scribed by Dennis G. Fryback

Publisher
Elsevier Science
Year
1978
Tongue
English
Weight
698 KB
Volume
11
Category
Article
ISSN
0010-4809

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The effect of assuming independence in applying Bayes' Theorem to risk estimation and classification in diagnosis
✍ Estelle Russek; Richard A. Kronmal; Lloyd D. Fisher 📂 Article 📅 1983 🏛 Elsevier Science 🌐 English ⚖ 879 KB

The effect of assuming independence in the use of Bayes' Theorem for classification and estimation of risk is examined. Analytic results are provided for two specific multivariate normal models and for a model involving binary variables. Monte Carlo results are presented for the former. In these spe