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Some new almost sure results on the functional increments of the uniform empirical process

✍ Scribed by Davit Varron


Book ID
108266944
Publisher
Elsevier Science
Year
2011
Tongue
English
Weight
292 KB
Volume
121
Category
Article
ISSN
0304-4149

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✍ Zacharie Dindar πŸ“‚ Article πŸ“… 2003 πŸ› Elsevier Science 🌐 English βš– 271 KB

The author studies the almost sure behaviour of the increments of the partially observed empirical process and derives some functional laws of the iterated logarithm for this process. Application to nonparametric density estimation is presented.

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Let X~,X2 .... be /.i.d. random variables and h be a symmetric measurable real function. We show that the norms of operators on l~ given by the matrix (~h(Xi, X/)6i~i)l<i,i\_<, are a.s. bounded if and only if h is square integrable.