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Missing Value Imputation for RNA-Sequencing Data Using Statistical Models: A Comparative Study

Damon Berridge Orcid Logo, Mojtaba Ganjali, Taban Baghfalaki

Journal of Statistical Theory and Applications, Volume: 15, Issue: 3, Start page: 221

Swansea University Author: Damon Berridge Orcid Logo

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DOI (Published version): 10.2991/jsta.2016.15.3.3

Published in: Journal of Statistical Theory and Applications
ISSN: 1538-7887
Published: 2016
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URI: https://cronfa.swan.ac.uk/Record/cronfa31442
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first_indexed 2016-12-12T14:55:34Z
last_indexed 2018-02-09T05:18:21Z
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spelling 2017-10-09T11:17:46.4522420 v2 31442 2016-12-12 Missing Value Imputation for RNA-Sequencing Data Using Statistical Models: A Comparative Study a3def496492ff026f3228f50fbf89525 0000-0002-5442-6686 Damon Berridge Damon Berridge true false 2016-12-12 HDAT Journal Article Journal of Statistical Theory and Applications 15 3 221 1538-7887 Bayesian approach, cluster analysis, EM algorithm, missing data, RNA-seq dataset 1 9 2016 2016-09-01 10.2991/jsta.2016.15.3.3 COLLEGE NANME Health Data Science COLLEGE CODE HDAT Swansea University 2017-10-09T11:17:46.4522420 2016-12-12T11:25:19.0546932 Faculty of Medicine, Health and Life Sciences Swansea University Medical School - Medicine Damon Berridge 0000-0002-5442-6686 1 Mojtaba Ganjali 2 Taban Baghfalaki 3 0031442-12122016112614.pdf jsta_15_3_221_236-proof.pdf 2016-12-12T11:26:14.5300000 Output 489069 application/pdf Version of Record true 2017-12-12T00:00:00.0000000 This article is distributed under the terms of the Creative Commons Attribution License, which permits non-commercial use, distribution and reproduction in any medium, provided the original work is properly cited. true
title Missing Value Imputation for RNA-Sequencing Data Using Statistical Models: A Comparative Study
spellingShingle Missing Value Imputation for RNA-Sequencing Data Using Statistical Models: A Comparative Study
Damon Berridge
title_short Missing Value Imputation for RNA-Sequencing Data Using Statistical Models: A Comparative Study
title_full Missing Value Imputation for RNA-Sequencing Data Using Statistical Models: A Comparative Study
title_fullStr Missing Value Imputation for RNA-Sequencing Data Using Statistical Models: A Comparative Study
title_full_unstemmed Missing Value Imputation for RNA-Sequencing Data Using Statistical Models: A Comparative Study
title_sort Missing Value Imputation for RNA-Sequencing Data Using Statistical Models: A Comparative Study
author_id_str_mv a3def496492ff026f3228f50fbf89525
author_id_fullname_str_mv a3def496492ff026f3228f50fbf89525_***_Damon Berridge
author Damon Berridge
author2 Damon Berridge
Mojtaba Ganjali
Taban Baghfalaki
format Journal article
container_title Journal of Statistical Theory and Applications
container_volume 15
container_issue 3
container_start_page 221
publishDate 2016
institution Swansea University
issn 1538-7887
doi_str_mv 10.2991/jsta.2016.15.3.3
college_str Faculty of Medicine, Health and Life Sciences
hierarchytype
hierarchy_top_id facultyofmedicinehealthandlifesciences
hierarchy_top_title Faculty of Medicine, Health and Life Sciences
hierarchy_parent_id facultyofmedicinehealthandlifesciences
hierarchy_parent_title Faculty of Medicine, Health and Life Sciences
department_str Swansea University Medical School - Medicine{{{_:::_}}}Faculty of Medicine, Health and Life Sciences{{{_:::_}}}Swansea University Medical School - Medicine
document_store_str 1
active_str 0
published_date 2016-09-01T03:38:25Z
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score 11.035634

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