Applications of discriminant analysis in medical diagnosis
Other Title(s)
تطبيقات التحليل التمييزي في التشخيص الطبي
Joint Authors
Muhammad, Anas Khalil
Kurkis, Hazim Mansur
Source
Ibn al-Haitham Journal for Pure and Applied Science
Issue
Vol. 27, Issue 1 (30 Apr. 2014), pp.331-342, 12 p.
Publisher
University of Baghdad College of Education for Pure Science / Ibn al-Haitham
Publication Date
2014-04-30
Country of Publication
Iraq
No. of Pages
12
Main Subjects
Pharmacy, Health & Medical Sciences
Abstract EN
In this paper, the discriminant analysis is used to classify the most wide spread heart diseases known as coronary heart diseases into two groups (patient, not patient) based on the changes of discrimination features of ten predictor variables that we believe they cause the disease.
A random sample for each group is employed and the stepwise procedures are performed in order to delete those variables that are not important for separating the groups.
Tests of significance of discriminant analysis and estimating the misclassification rates are performed.
American Psychological Association (APA)
Kurkis, Hazim Mansur& Muhammad, Anas Khalil. 2014. Applications of discriminant analysis in medical diagnosis. Ibn al-Haitham Journal for Pure and Applied Science،Vol. 27, no. 1, pp.331-342.
https://search.emarefa.net/detail/BIM-795009
Modern Language Association (MLA)
Kurkis, Hazim Mansur& Muhammad, Anas Khalil. Applications of discriminant analysis in medical diagnosis. Ibn al-Haitham Journal for Pure and Applied Science Vol. 27, no. 1 (Apr. 2014), pp.331-342.
https://search.emarefa.net/detail/BIM-795009
American Medical Association (AMA)
Kurkis, Hazim Mansur& Muhammad, Anas Khalil. Applications of discriminant analysis in medical diagnosis. Ibn al-Haitham Journal for Pure and Applied Science. 2014. Vol. 27, no. 1, pp.331-342.
https://search.emarefa.net/detail/BIM-795009
Data Type
Journal Articles
Language
English
Notes
Includes appendices : p. 341
Record ID
BIM-795009
