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A Nonasymptotic Bound for Deviation of a Multidimensional Empirical Distribution Function

✍ Scribed by Gaivoronskii, E. I.; Ostrovskii, E I.


Book ID
118226825
Publisher
Society for Industrial and Applied Mathematics
Year
1992
Tongue
English
Weight
271 KB
Volume
36
Category
Article
ISSN
0040-585X

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Explicit bounds on Levy–Prohorov distanc
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Let F(x1; : : : ; x k ) and G(x1; : : : ; x k ) = FX 1 (x1) : : : FX k (x k ), where FX i (xi); 16i6k, are the one-dimensional marginal distributions of F, be two distribution functions on R k . Here, we obtain explicit bounds for the Levy-Prohorov distance between F and G using some general results