| Literature DB >> 21686086 |
Fadoua Balabdaoui1, Hanna Jankowski, Marios Pavlides, Arseni Seregin, Jon Wellner.
Abstract
We establish limit theory for the Grenander estimator of a monotone density near zero. In particular we consider the situation when the true density f(0) is unbounded at zero, with different rates of growth to infinity. In the course of our study we develop new switching relations using tools from convex analysis. The theory is applied to a problem involving mixtures.Entities:
Year: 2011 PMID： 21686086 PMCID： PMC3115542 DOI： 10.5705/ss.2011.038a
Source DB: PubMed Journal: Stat Sin ISSN： 1017-0405 Impact factor: 1.261