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GESDB: a platform of simulation resources for genetic epidemiology studies

Computer simulations are routinely conducted to evaluate new statistical methods, to compare the properties among different methods, and to mimic the observed data in genetic epidemiology studies. Conducting simulation studies can become a complicated task as several challenges can occur, such as th...

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Detalles Bibliográficos
Autores principales: Yao, Po-Ju, Chung, Ren-Hua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4885602/
https://www.ncbi.nlm.nih.gov/pubmed/27242038
http://dx.doi.org/10.1093/database/baw082
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author Yao, Po-Ju
Chung, Ren-Hua
author_facet Yao, Po-Ju
Chung, Ren-Hua
author_sort Yao, Po-Ju
collection PubMed
description Computer simulations are routinely conducted to evaluate new statistical methods, to compare the properties among different methods, and to mimic the observed data in genetic epidemiology studies. Conducting simulation studies can become a complicated task as several challenges can occur, such as the selection of an appropriate simulation tool and the specification of parameters in the simulation model. Although abundant simulated data have been generated for human genetic research, currently there is no public database designed specifically as a repository for these simulated data. With the lack of such a database, for similar studies, similar simulations may have been repeated, which resulted in redundant work. Thus, we created an online platform, the Genetic Epidemiology Simulation Database (GESDB), for simulation data sharing and discussion of simulation techniques for genetic epidemiology studies. GESDB consists of a database for storing simulation scripts, simulated data and documentation from published articles as well as a discussion forum, which provides a platform for discussion of the simulated data and exchanging simulation ideas. Moreover, summary statistics such as the simulation tools that are most commonly used and datasets that are most frequently downloaded are provided. The statistics will be informative for researchers to choose an appropriate simulation tool or select a common dataset for method comparisons. GESDB can be accessed at http://gesdb.nhri.org.tw. Database URL: http://gesdb.nhri.org.tw
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spelling pubmed-48856022016-05-31 GESDB: a platform of simulation resources for genetic epidemiology studies Yao, Po-Ju Chung, Ren-Hua Database (Oxford) Database Tool Computer simulations are routinely conducted to evaluate new statistical methods, to compare the properties among different methods, and to mimic the observed data in genetic epidemiology studies. Conducting simulation studies can become a complicated task as several challenges can occur, such as the selection of an appropriate simulation tool and the specification of parameters in the simulation model. Although abundant simulated data have been generated for human genetic research, currently there is no public database designed specifically as a repository for these simulated data. With the lack of such a database, for similar studies, similar simulations may have been repeated, which resulted in redundant work. Thus, we created an online platform, the Genetic Epidemiology Simulation Database (GESDB), for simulation data sharing and discussion of simulation techniques for genetic epidemiology studies. GESDB consists of a database for storing simulation scripts, simulated data and documentation from published articles as well as a discussion forum, which provides a platform for discussion of the simulated data and exchanging simulation ideas. Moreover, summary statistics such as the simulation tools that are most commonly used and datasets that are most frequently downloaded are provided. The statistics will be informative for researchers to choose an appropriate simulation tool or select a common dataset for method comparisons. GESDB can be accessed at http://gesdb.nhri.org.tw. Database URL: http://gesdb.nhri.org.tw Oxford University Press 2016-05-30 /pmc/articles/PMC4885602/ /pubmed/27242038 http://dx.doi.org/10.1093/database/baw082 Text en © The Author(s) 2016. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Database Tool
Yao, Po-Ju
Chung, Ren-Hua
GESDB: a platform of simulation resources for genetic epidemiology studies
title GESDB: a platform of simulation resources for genetic epidemiology studies
title_full GESDB: a platform of simulation resources for genetic epidemiology studies
title_fullStr GESDB: a platform of simulation resources for genetic epidemiology studies
title_full_unstemmed GESDB: a platform of simulation resources for genetic epidemiology studies
title_short GESDB: a platform of simulation resources for genetic epidemiology studies
title_sort gesdb: a platform of simulation resources for genetic epidemiology studies
topic Database Tool
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4885602/
https://www.ncbi.nlm.nih.gov/pubmed/27242038
http://dx.doi.org/10.1093/database/baw082
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