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Journal of the American Statistical Association Volume 106, 2011 - Issue 494
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Theory and Methods

The Degrees of Freedom of Partial Least Squares Regression

Nicole Krämer Nicole Krämer is Senior Researcher, Department of Stochastic Algorithms and Nonparametric Statistics, Weierstrass Institute for Applied Analysis and Stochastics, Berlin 10117, Germany. Masashi Sugiyama is Associate Professor, Tokyo Institute of Technology. This work is funded in part by the FP7-ICT Programme of the European Community, under the PASCAL2 Network of Excellence, ICT-216886, and by the Funding Program for World-Leading Innovative R&D on Science and Technology (FIRST).
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Masashi Sugiyama Nicole Krämer is Senior Researcher, Department of Stochastic Algorithms and Nonparametric Statistics, Weierstrass Institute for Applied Analysis and Stochastics, Berlin 10117, Germany. Masashi Sugiyama is Associate Professor, Tokyo Institute of Technology. This work is funded in part by the FP7-ICT Programme of the European Community, under the PASCAL2 Network of Excellence, ICT-216886, and by the Funding Program for World-Leading Innovative R&D on Science and Technology (FIRST).
Pages 697-705 | Received 01 Feb 2010, Published online: 24 Jan 2012

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