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. 811–883DOI 10.4171/OWR/2012/14