Exponential inequality for chaos based on sampling without replacement
Abstract
We are interested in the behavior of particular functionals, in a framework where the only source of randomness is a sampling without replacement. More precisely the aim of this short note is to prove an exponential concentration inequality for special U-statistics of order 2, that can be seen as chaos.
- Publication:
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arXiv e-prints
- Pub Date:
- August 2018
- DOI:
- arXiv:
- arXiv:1808.09184
- Bibcode:
- 2018arXiv180809184H
- Keywords:
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- Mathematics - Statistics Theory;
- Mathematics - Probability