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Computational and Mathematical Methods in Medicine
Volume 2017, Article ID 7691937, 14 pages
Research Article

IPF-LASSO: Integrative -Penalized Regression with Penalty Factors for Prediction Based on Multi-Omics Data

1Department of Medical Informatics, Biometry and Epidemiology, University of Munich (LMU), Marchioninistr. 15, 81377 Munich, Germany
2Department of Mathematics, University of Oslo, Moltke Moes Vei 3, 0851 Oslo, Norway
3Novartis Institutes for BioMedical Research, 250 Massachusetts Avenue, Cambridge, MA 02139, USA
4Biogen, 225 Binney Street, Cambridge, MA 02142, USA

Correspondence should be addressed to Anne-Laure Boulesteix; ed.nehcneum-inu.dem.ebi@xietseluob

Received 20 January 2017; Accepted 14 March 2017; Published 4 May 2017

Academic Editor: Andreas Mayr

Copyright © 2017 Anne-Laure Boulesteix et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Supplementary Material

The table displays the parameters of the additional simulation settings. See the results in Subsection 3.2.2.

  1. Supplementary Material