Research


My main research interests are in nonparametric and high-dimensional statistics. Particular topics include shape-constrained density and other nonparametric function estimation problems, nonparametric classification, clustering and regression, Independent Component Analysis, the bootstrap and high-dimensional variable selection and dimension reduction problems. Some general articles and a video about my research can be found here, here and here.

Publications and Preprints

Selected recent talks