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Robust logistic discriminant functions in diagnosing chronic obstructive airways disease

✍ Scribed by Ewa Krusińska; Jerzy Liebhart

Publisher
Elsevier Science
Year
1990
Tongue
English
Weight
787 KB
Volume
20
Category
Article
ISSN
0010-4825

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## Abstract The paper presents an application of __L__~1~‐logistic discriminant functions to the support of medical diagnosis in so called chronic airways disease which includes bronchial asthma, chronic bronchitis and lung ephysema. It is shown that the __L__~1~‐logistic discriminant function is m

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The results of assiRting medical diagnosis in bronchial atlthnia and chrcjnic bronchitis via robust discriniinant functions are presented in the paper. The robust discriminant functions are obtained by replacing classical estimates of mean vectors and covariance matrices by their robust equivalents.