Oberwolfach Reports

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Volume 9, Issue 1, 2012, pp. 811–883
DOI: 10.4171/OWR/2012/14

Published online: 2012-11-14

Frontiers in Nonparametric Statistics

Peter Bühlmann[1], Tony Cai[2], Axel Munk[3] and Bin Yu[4]

(1) ETH Zentrum, Zürich, Switzerland
(2) University of Pennsylvania, Philadelphia, USA
(3) Georg-August-Universität Göttingen, Germany
(4) University of California, Berkeley, USA

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.

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Bühlmann Peter, Cai Tony, Munk Axel, Yu Bin: Frontiers in Nonparametric Statistics. Oberwolfach Rep. 9 (2012), 811-883. doi: 10.4171/OWR/2012/14