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