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Projection of postgraduate students flow with a smoothing matrix transition diagram of Markov chain

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Main Authors: Rahela, Abdul Rahim, Dr., Haslinda, Ibrahim, Prof. Madya Dr., Farah Adibah, Adnan
Other Authors: rahela@uum.edu.my
Format: Article
Language:English
Published: AIP Publishing LLC 2014
Subjects:
Markov chain
Smoothing technique
Students flow
Online Access:http://dspace.unimap.edu.my:80/dspace/handle/123456789/34952
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spelling my.unimap-349522014-06-02T04:06:32Z Projection of postgraduate students flow with a smoothing matrix transition diagram of Markov chain Rahela, Abdul Rahim, Dr. Haslinda, Ibrahim, Prof. Madya Dr. Farah Adibah, Adnan rahela@uum.edu.my linda@uum.edu.my farahadiba@unimap.edu.my Markov chain Smoothing technique Students flow Link to publisher's homepage at http://scitation.aip.org/ This paper presents a case study of modeling postgraduate students flow at the College of Art and Sciences, Universiti Utara Malaysia. First, full time postgraduate students and the semester they were in are identified. Then administrative data were used to estimate the transitions between these semesters for the year 2001-2005 periods. Markov chain model is developed to calculate the -5 and -10 years projection of postgraduate students flow at the college. The optimization question addressed in this study is 'Which transitions would sustain the desired structure in the dynamic situation such as trend towards graduation?' The smoothed transition probabilities are proposed to estimate the transition probabilities matrix of 16 × 16. The results shows that using smoothed transition probabilities, the projection number of postgraduate students enrolled in the respective semesters are closer to actual than using the conventional steady states transition probabilities. 2014-06-02T04:06:32Z 2014-06-02T04:06:32Z 2013 Article AIP Conference Proceedings, vol. 1522, 2013, pages 1385-1393 978-073541150-0 0094-243X http://scitation.aip.org/content/aip/proceeding/aipcp/10.1063/1.4801291 http://dspace.unimap.edu.my:80/dspace/handle/123456789/34952 en AIP Publishing LLC
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Markov chain
Smoothing technique
Students flow
spellingShingle Markov chain
Smoothing technique
Students flow
Rahela, Abdul Rahim, Dr.
Haslinda, Ibrahim, Prof. Madya Dr.
Farah Adibah, Adnan
Projection of postgraduate students flow with a smoothing matrix transition diagram of Markov chain
description Link to publisher's homepage at http://scitation.aip.org/
author2 rahela@uum.edu.my
author_facet rahela@uum.edu.my
Rahela, Abdul Rahim, Dr.
Haslinda, Ibrahim, Prof. Madya Dr.
Farah Adibah, Adnan
format Article
author Rahela, Abdul Rahim, Dr.
Haslinda, Ibrahim, Prof. Madya Dr.
Farah Adibah, Adnan
author_sort Rahela, Abdul Rahim, Dr.
title Projection of postgraduate students flow with a smoothing matrix transition diagram of Markov chain
title_short Projection of postgraduate students flow with a smoothing matrix transition diagram of Markov chain
title_full Projection of postgraduate students flow with a smoothing matrix transition diagram of Markov chain
title_fullStr Projection of postgraduate students flow with a smoothing matrix transition diagram of Markov chain
title_full_unstemmed Projection of postgraduate students flow with a smoothing matrix transition diagram of Markov chain
title_sort projection of postgraduate students flow with a smoothing matrix transition diagram of markov chain
publisher AIP Publishing LLC
publishDate 2014
url http://dspace.unimap.edu.my:80/dspace/handle/123456789/34952
_version_ 1643797657385172992
score 13.214268

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