Exact exponential tail estimation for sums of independent centered random variables, under natural norming, with applications to the theory of U-statistics
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arXiv
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| Main Authors: | , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866914943454937088 |
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| author | Formica, M. R. Ostrovsky, E. Sirota, L. |
| author_facet | Formica, M. R. Ostrovsky, E. Sirota, L. |
| contents | We derive in this short report the exact exponential decreasing tail of distribution for naturel normed sums of independent centered random variables (r.v.), applying the theory of Grand Lebesgue Spaces (GLS). We consider also some applications into the theory of U statistics, where we deduce alike for the independent variables the refined exponential tail estimates for ones under natural norming sequence. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2409_05083 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Exact exponential tail estimation for sums of independent centered random variables, under natural norming, with applications to the theory of U-statistics Formica, M. R. Ostrovsky, E. Sirota, L. Probability Statistics Theory We derive in this short report the exact exponential decreasing tail of distribution for naturel normed sums of independent centered random variables (r.v.), applying the theory of Grand Lebesgue Spaces (GLS). We consider also some applications into the theory of U statistics, where we deduce alike for the independent variables the refined exponential tail estimates for ones under natural norming sequence. |
| title | Exact exponential tail estimation for sums of independent centered random variables, under natural norming, with applications to the theory of U-statistics |
| topic | Probability Statistics Theory |
| url | https://arxiv.org/abs/2409.05083 |