A sharp minimax lower bound for the nonparametric estimation of Sobolev densities of order
Results on sharp minimax estimation of the probability density from a Sobolev function class, established in the 1980s, were among the first sharp minimax results in the nonparametric curve estimation literature. This paper considers the last unsolved case -- a Sobolev class of order of densities with infinite support. This brings a closure to this classical topic in the nonparametric curve estimation theory.
Year of publication: |
2010
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Authors: | Efromovich, Sam |
Published in: |
Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 80.2010, 2, p. 77-81
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Publisher: |
Elsevier |
Saved in:
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