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A new mathematical evaluation of smoking problem based on an algebraic statistical method

Smoking problem is considered as one of the hot topics for many years. In spite of overpowering facts about the dangers, smoking is still a bad habit widely spread and socially accepted. Many people start smoking during their gymnasium period. The discovery of the dangers of smoking gave a warning s...

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Main Authors: Mohammed, Maysaa J., Rakhimov, Isamiddin S., Shitan, Mahendran, Ibrahim, Rabha W., Mohammed, Nadia F.
Format: Article
Language:English
Published: Elsevier 2016
Online Access:http://psasir.upm.edu.my/id/eprint/54875/1/A%20new%20mathematical%20evaluation%20of%20smoking%20problem%20based%20of%20algebraic%20statistical%20.pdf
http://psasir.upm.edu.my/id/eprint/54875/
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spelling my.upm.eprints.548752018-05-28T07:34:42Z http://psasir.upm.edu.my/id/eprint/54875/ A new mathematical evaluation of smoking problem based on an algebraic statistical method Mohammed, Maysaa J. Rakhimov, Isamiddin S. Shitan, Mahendran Ibrahim, Rabha W. Mohammed, Nadia F. Smoking problem is considered as one of the hot topics for many years. In spite of overpowering facts about the dangers, smoking is still a bad habit widely spread and socially accepted. Many people start smoking during their gymnasium period. The discovery of the dangers of smoking gave a warning sign of danger for individuals. There are different statistical methods used to analyze the dangers of smoking. In this study, we apply an algebraic statistical method to analyze and classify real data using Markov basis for the independent model on the contingency table. Results show that the Markov basis based classification is able to distinguish different date elements. Moreover, we check our proposed method via information theory by utilizing the Shannon formula to illustrate which one of these alternative tables is the best in term of independent. Elsevier 2016 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/54875/1/A%20new%20mathematical%20evaluation%20of%20smoking%20problem%20based%20of%20algebraic%20statistical%20.pdf Mohammed, Maysaa J. and Rakhimov, Isamiddin S. and Shitan, Mahendran and Ibrahim, Rabha W. and Mohammed, Nadia F. (2016) A new mathematical evaluation of smoking problem based on an algebraic statistical method. Saudi Journal of Biological Sciences, 23 (1). S11-S15. ISSN 1319-562X; ESSN: 2213-7106 10.1016/j.sjbs.2015.08.015
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Smoking problem is considered as one of the hot topics for many years. In spite of overpowering facts about the dangers, smoking is still a bad habit widely spread and socially accepted. Many people start smoking during their gymnasium period. The discovery of the dangers of smoking gave a warning sign of danger for individuals. There are different statistical methods used to analyze the dangers of smoking. In this study, we apply an algebraic statistical method to analyze and classify real data using Markov basis for the independent model on the contingency table. Results show that the Markov basis based classification is able to distinguish different date elements. Moreover, we check our proposed method via information theory by utilizing the Shannon formula to illustrate which one of these alternative tables is the best in term of independent.
format Article
author Mohammed, Maysaa J.
Rakhimov, Isamiddin S.
Shitan, Mahendran
Ibrahim, Rabha W.
Mohammed, Nadia F.
spellingShingle Mohammed, Maysaa J.
Rakhimov, Isamiddin S.
Shitan, Mahendran
Ibrahim, Rabha W.
Mohammed, Nadia F.
A new mathematical evaluation of smoking problem based on an algebraic statistical method
author_facet Mohammed, Maysaa J.
Rakhimov, Isamiddin S.
Shitan, Mahendran
Ibrahim, Rabha W.
Mohammed, Nadia F.
author_sort Mohammed, Maysaa J.
title A new mathematical evaluation of smoking problem based on an algebraic statistical method
title_short A new mathematical evaluation of smoking problem based on an algebraic statistical method
title_full A new mathematical evaluation of smoking problem based on an algebraic statistical method
title_fullStr A new mathematical evaluation of smoking problem based on an algebraic statistical method
title_full_unstemmed A new mathematical evaluation of smoking problem based on an algebraic statistical method
title_sort new mathematical evaluation of smoking problem based on an algebraic statistical method
publisher Elsevier
publishDate 2016
url http://psasir.upm.edu.my/id/eprint/54875/1/A%20new%20mathematical%20evaluation%20of%20smoking%20problem%20based%20of%20algebraic%20statistical%20.pdf
http://psasir.upm.edu.my/id/eprint/54875/
_version_ 1643835732769374208
score 13.211869

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