Frontiers in nonparametric statistics. Abstracts from the workshop held March 11--17, 2012.
Summary: 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.
scientific article; zbMATH DE number 6656817