The structure of diagnostic information

G Hughes, N McRoberts

Research output: Contribution to journalArticle

8 Citations (Scopus)

Abstract

Diagnosis is characterized as an exercise in classification, where the task is to assign a crop to a risk group as a basis for evidence-based crop protection decision making. Underlying the process of diagnostic decision making is Bayesian updating of probabilities. Alongside updating of probabilities, assessments of diagnostic information allow further description of the characteristics of diagnostic tests, and of the predictions made on the basis of test outcomes. This is illustrated analytically, graphically (by means of isoinformation contour plots and information graphs) and by discussion of example epidemiological scenarios.
Original languageEnglish
Pages (from-to)267 - 286
Number of pages20
JournalAustralian Plant Pathology
Volume43
Issue number3
DOIs
Publication statusFirst published - 2014

Bibliographical note

1023370

Keywords

  • Bayes' theorem
  • Entropy
  • Expected mutual information
  • Relative entropy
  • Specific information
  • Weight of evidence

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