JournalsowrVol. 9, No. 1pp. 811–883

Frontiers in Nonparametric Statistics

  • Peter Bühlmann

    ETH Zentrum, Zürich, Switzerland
  • Tony Cai

    University of Pennsylvania, Philadelphia, USA
  • Axel Munk

    Georg-August-Universität Göttingen, Germany
  • Bin Yu

    University of California, Berkeley, USA
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Abstract

The goal of this workshop was to discuss recent developments of nonparametric statistical inference. A particular focus was on high dimensional statistics, semiparametrics, adaptation, nonparametric bayesian statistics, shape constraint estimation and statistical inverse problems. The close interaction of these issues with optimization, machine learning and inverse problems has been addressed as well.

Cite this article

Peter Bühlmann, Tony Cai, Axel Munk, Bin Yu, Frontiers in Nonparametric Statistics. Oberwolfach Rep. 9 (2012), no. 1, pp. 811–883

DOI 10.4171/OWR/2012/14