Citation
Mohammed, Nadia Faiq and Rakhimov, Isamiddin Sattarovich and Shitan, Mahendran
(2017)
Algebraic method for independence model of two-way contingency tables.
Malaysian Journal of Mathematical Sciences, 11 (spec. Feb.).
pp. 53-72.
ISSN 1823-8343; ESSN: 2289-750X
Abstract
The main purpose of the study is to propose an algebraic method to obtain the set of all independence models of I×J two-way contingency tables with the same row sums and column sums which is called fiber in algebraic statistics. This method involves solving a system of linear algebraic equations that only rely on row sums and column sums of the I×J two-way contingency table. The MATLAB software was used to solve this system. The effectiveness of the purposed method is illustrated by applying to a contingency table of agriculture teachers’ perception of secondary school agriculture.
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Official URL or Download Paper: http://einspem.upm.edu.my/journal/fullpaper/vol11s...
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Additional Metadata
| Item Type: | Article |
|---|---|
| Divisions: | Faculty of Science Institute for Mathematical Research |
| Publisher: | Institute for Mathematical Research, Universiti Putra Malaysia |
| Notes: | Special issue: Conference on Agriculture Statistics 2015 (CAS 2015) |
| Keywords: | Contingency tables; Markov basis; Toric ideals; MATLAB |
| Depositing User: | Nabilah Mustapa |
| Date Deposited: | 27 Apr 2017 09:55 |
| Last Modified: | 27 Apr 2017 09:55 |
| URI: | http://psasir.upm.edu.my/id/eprint/51699 |
| Statistic Details: | View Download Statistic |
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