Discriminant analysis based on multivariate response curves: A descriptive approach to dynamic allocation
作者:
Adelin Albert,
期刊:
Statistics in Medicine
(WILEY Available online 1983)
卷期:
Volume 2,
issue 1
页码: 95-106
ISSN:0277-6715
年代: 1983
DOI:10.1002/sim.4780020111
出版商: Wiley Subscription Services, Inc., A Wiley Company
关键词: Discriminant analysis;Response curve;Allocation rule;Error rate;Dynamic prognosis;Risk index
数据来源: WILEY
摘要:
AbstractWe examine the problem of discriminating between two groups in the context of multivariate response curves observed over a specified time interval. We propose a descriptive solution for the case where one can determine the response curves by linear interpolation between successive observations. Unlike most previously reported methods that use only the current multivariate observation, our approach accounts for the history of the process. Moreover the method has the potential advantage of being applicable dynamically, as one observes the multivariate response curve. Finally, the method demonstrates simplicity and flexibility, two important features for successful, routine, clinical application.
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