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14-089/I - Regularized Regression Incorporating Network Information: Simultaneous Estimation of Covariate Coefficients and Connection Signs


  • Authors
    Matthias Weber, University of Amsterdam, the Netherlands; Martin Schumacher, University Medical Center, Freiburg; Harald Binder, University Medical Center, Mainz, Germany
  • Publication date
    July 16, 2014
  • Keywords
    high-dimensional data, gene expression data, pathway information, penalized regression
  • JEL
    C13, C41, C55