Rho-estimators for shape restricted density estimation

Author:

Baraud Y.,Birgé L.

Publisher

Elsevier BV

Subject

Applied Mathematics,Modelling and Simulation,Statistics and Probability

Reference23 articles.

1. Estimator selection with respect to Hellinger-type risks;Baraud;Probab. Theory Related Fields,2011

2. Bounding the expectation of the supremum of an empirical process over a (weak) VC-major class;Baraud;Electron. J. Stat.,2016

3. Y. Baraud, L. Birgé, M. Sart, A new method for estimation and model selection: ρ-estimation. 2014. http://arxiv.org/abs/1403.6057.

4. P.C. Bellec, Sharp oracle inequalities for least squares estimators in shape restricted regression. 2015. http://arxiv.org/abs/1510.08029.

5. Estimating a density under order restrictions: nonasymptotic minimax risk;Birgé;Ann. Statist.,1987

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