Discriminant Analysis of Bronchitis Cancer Data

Authors

  • Nazera Khalil Dakhil University of Kufa
  • Yahya Mahdi Al-mayali University of Kufa
  • Gahssan Dahair Al-Thabhawee University of Kufa

DOI:

https://doi.org/10.31642/JoKMC/2018/010612

Keywords:

predict membership, separating distinct, misclassified

Abstract

The aim of this research is to predict membership in two mutually exclusive groups of bronchitis cancer patients, and allocating new patients using Discriminant Analysis.

Discrimination is a multivariate technique concerned with separating distinct sets of objects (or observations) and with allocating new objects (observation) to previously defined groups. The results showed 90% , and 98% of dead and alive patients were classified correctly. Only 2% and 10% of dead and alive patients were misclassified

 

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References

Anderson, T.W. "An Introduction to Multivariate Statistical Analysis ( 3rd ed. ).

New York: John Wiley, 2003.

Box, G.E. P., "Problems in the Analysis of Growth and Wear Curves" Biometrics, 6(1950), 362-389. DOI: https://doi.org/10.2307/3001781

Box, G. E. P., and N. R. Draper. Evolutionary

Operation: A Statistical Method for Improvement. New York: John Wiley, 1969.

Box, G. E. P.," A General Distribution Theory for a Class of Likelihood Criteria." Biometrika, 36 (1949), 317-346 DOI: https://doi.org/10.1093/biomet/36.3-4.317

Eric S. Fung and Michael K. Ng ( 2007 ), "On sparse Fisher discriminant method formicroarray data", Bioinformation 2(5): 230-234 (2007). DOI: https://doi.org/10.6026/97320630002230

Fisher,R.A."The Statistical Utilization of Multiple Measurements." Annals of Eugenics,8(1938),376- DOI: https://doi.org/10.1111/j.1469-1809.1938.tb02189.x

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Published

2012-12-30

How to Cite

Dakhil, N. K., Al-mayali, Y. M., & Al-Thabhawee, G. D. (2012). Discriminant Analysis of Bronchitis Cancer Data. Journal of Kufa for Mathematics and Computer, 1(6), 96–106. https://doi.org/10.31642/JoKMC/2018/010612

Issue

Vol. 1 No. 6 (2012): Journal of Kufa for Mathematics and Computer

Section

Articles

License

Copyright (c) 2014 Nazera Khalil Dakhil, Yahya Mahdi Al-mayali, Gahssan Dahair Al-Thabhawee

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