A second Marshall inequality in convex estimation
We prove a second Marshall inequality for adaptive convex density estimation via least squares. The result completes the first inequality proved recently by Dümbgen et al. [2007. Marshall's lemma for convex density estimation. IMS Lecture Notes--Monograph Series, submitted for publication. Preprint available at <http://arxiv.org/abs/math.ST/0609277>], and is very similar to the original Marshall inequality in monotone estimation.
Year of publication: |
2008
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Authors: | Balabdaoui, Fadoua ; Rufibach, Kaspar |
Published in: |
Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 78.2008, 2, p. 118-126
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Publisher: |
Elsevier |
Keywords: | Convex density Cubic polynomial Kiefer-Wolfowitz theorem Least squares estimation Marshall's lemma |
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