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Characterization of missing values in untargeted MS-based metabolomics data and evaluation of missing data handling strategies
Kieu Trinh Do, Simone Wahl, Johannes Raffler, Sophie Molnos, Michael Laimighofer, Jerzy Adamski, Karsten Suhre, Konstantin Strauch, Annette Peters, Christian Gieger, Claudia Langenberg, Isobel D. Stewart, Fabian J. Theis, Harald Grallert, Gabi Kastenmüller, Jan Krumsiek
doi: https://doi.org/10.1101/260281
Kieu Trinh Do
1Institute of Computational Biology, Helmholtz-Zentrum München, Neuherberg, Germany,
Simone Wahl
2Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany,
3Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany,
4German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany,
Johannes Raffler
5Institute of Bioinformatics and Systems Biology, Helmholtz-Zentrum München, Neuherberg, Germany,
Sophie Molnos
2Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany,
3Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany,
4German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany,
Michael Laimighofer
1Institute of Computational Biology, Helmholtz-Zentrum München, Neuherberg, Germany,
Jerzy Adamski
6Institute of Experimental Genetics, Genome Analysis Center Helmholtz Zentrum München, Neuherberg, Germany,
7Lehrstuhl für Experimentelle Genetik, Technische Universität München, FreisingWeihenstephan, Germany,
Karsten Suhre
9Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Doha, Qatar,
Konstantin Strauch
10Institute of Genetic Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany,
11Chair of Genetic Epidemiology, Institute of Medical Informatics, Biometry and Epidemiology, Ludwig-Maximilians-University, Munich, Germany,
Annette Peters
2Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany,
3Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany,
Christian Gieger
2Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany,
3Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany,
Claudia Langenberg
12MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom,
Isobel D. Stewart
12MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom,
Fabian J. Theis
1Institute of Computational Biology, Helmholtz-Zentrum München, Neuherberg, Germany,
13Department of Mathematics, Technische Universität München, Garching, Germany
Harald Grallert
2Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany,
3Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany,
4German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany,
Gabi Kastenmüller
4German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany,
5Institute of Bioinformatics and Systems Biology, Helmholtz-Zentrum München, Neuherberg, Germany,
Jan Krumsiek
1Institute of Computational Biology, Helmholtz-Zentrum München, Neuherberg, Germany,
4German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany,
14Hematology and Oncology Division, Weill Cornell Medicine, Cornell University, New York, NY, USA
Article usage
Posted February 11, 2018.
Characterization of missing values in untargeted MS-based metabolomics data and evaluation of missing data handling strategies
Kieu Trinh Do, Simone Wahl, Johannes Raffler, Sophie Molnos, Michael Laimighofer, Jerzy Adamski, Karsten Suhre, Konstantin Strauch, Annette Peters, Christian Gieger, Claudia Langenberg, Isobel D. Stewart, Fabian J. Theis, Harald Grallert, Gabi Kastenmüller, Jan Krumsiek
bioRxiv 260281; doi: https://doi.org/10.1101/260281
Characterization of missing values in untargeted MS-based metabolomics data and evaluation of missing data handling strategies
Kieu Trinh Do, Simone Wahl, Johannes Raffler, Sophie Molnos, Michael Laimighofer, Jerzy Adamski, Karsten Suhre, Konstantin Strauch, Annette Peters, Christian Gieger, Claudia Langenberg, Isobel D. Stewart, Fabian J. Theis, Harald Grallert, Gabi Kastenmüller, Jan Krumsiek
bioRxiv 260281; doi: https://doi.org/10.1101/260281
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