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Comparison of Resubstitution, Data Splitting, the Bootstrap, and the Jackknife as Methods for Estimating Validity Indices of New Marker Tests: A Monte Carlo Study

✍ Scribed by Dr. U. Abel; J. Berger


Publisher
John Wiley and Sons
Year
1986
Tongue
English
Weight
432 KB
Volume
28
Category
Article
ISSN
0323-3847

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✦ Synopsis


E s t i m a t q the diagnoetic efficienoy of marker t e & on the baain of the training eet is an intricate problem of discriminant analysis for which no analytical whtion exita. The paper outlines the problem. describee various popular entimation produrea and presenta the reeulta of computer nimulstione comparing the eatimatore with reapect to both bias and variance.