The MARK-AGE extended database : data integration and pre-processing

Baur, Jennifer; Kötter, Tobias; Moreno-Villanueva, Maria; Sindlinger, Thilo; Berthold, Michael R.; Bürkle, Alexander; Junk, Michael

The MARK-AGE extended database : data integration and pre-processing

Dateien

Baur_0-295749.pdfGröße: 748.18 KBDownloads: 403

Datum

2015

Open Access-Veröffentlichung

Open Access Hybrid

Sammlungen

Biologie
Mathematik und Statistik

Publikationstyp

Zeitschriftenartikel

Publikationsstatus

Published

Erschienen in

Mechanisms of Ageing and Development. 2015, 151, pp. 31-37. ISSN 0047-6374. eISSN 1872-6216. Available under: doi: 10.1016/j.mad.2015.05.006

Zusammenfassung

MARK-AGE is a recently completed European population study, where bioanalytical and anthropometric data were collected from human subjects at a large scale. To facilitate data analysis and mathematical modelling, an extended database had to be constructed, integrating the data sources that were part of the project. This step involved checking, transformation and documentation of data. The success of downstream analysis mainly depends on the preparation and quality of the integrated data. Here, we present the pre-processing steps applied to the MARK-AGE data to ensure high quality and reliability in the MARK-AGE Extended Database. Various kinds of obstacles that arose during the project are highlighted and solutions are presented.

Fachgebiet (DDC)

310 Statistik

Zitieren

ISO 690

BAUR, Jennifer, Tobias KÖTTER, Maria MORENO-VILLANUEVA, Thilo SINDLINGER, Michael R. BERTHOLD, Alexander BÜRKLE, Michael JUNK, 2015. The MARK-AGE extended database : data integration and pre-processing. In: Mechanisms of Ageing and Development. 2015, 151, pp. 31-37. ISSN 0047-6374. eISSN 1872-6216. Available under: doi: 10.1016/j.mad.2015.05.006

BibTex

@article{Baur2015-11MARKA-31540,
  year={2015},
  doi={10.1016/j.mad.2015.05.006},
  title={The MARK-AGE extended database : data integration and pre-processing},
  volume={151},
  issn={0047-6374},
  journal={Mechanisms of Ageing and Development},
  pages={31--37},
  author={Baur, Jennifer and Kötter, Tobias and Moreno-Villanueva, Maria and Sindlinger, Thilo and Berthold, Michael R. and Bürkle, Alexander and Junk, Michael}
}

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