Abstract:
The paper is devoted to the study of conditional bounds for the expectation of the maximum of independent identically distributed standardized random variables for which the values of the skewness and kurtosis coefficients are known. With the aid of Hölder's inequality, an upper bound (in the form of a lower bound for a certain expression with parameters) is obtained and a criterion for the reachability of this estimate is formulated. A lower bound for the upper boundary of the expectation of the maximum is also found. A simpler and rougher upper bound is given in explicit form.
Keywords:
expectation of the maximum, reachability of boundaries, Hölder's inequality, Lagrange multiplier method.
Citation:
D. V. Ivanov, “Upper Bounds for the Expected Maxima of Independent Random Variables Given Known First Four Moments”, Mat. Zametki, 110:3 (2021), 323–335; Math. Notes, 110:3 (2021), 311–321
\Bibitem{Iva21}
\by D.~V.~Ivanov
\paper Upper Bounds for the Expected Maxima of Independent Random Variables Given Known First Four Moments
\jour Mat. Zametki
\yr 2021
\vol 110
\issue 3
\pages 323--335
\mathnet{http://mi.mathnet.ru/mzm13052}
\crossref{https://doi.org/10.4213/mzm13052}
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\transl
\jour Math. Notes
\yr 2021
\vol 110
\issue 3
\pages 311--321
\crossref{https://doi.org/10.1134/S0001434621090017}
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Linking options:
https://www.mathnet.ru/eng/mzm13052
https://doi.org/10.4213/mzm13052
https://www.mathnet.ru/eng/mzm/v110/i3/p323
This publication is cited in the following 1 articles:
D. V. Ivanov, “On the bounds for the expected maxima of random samples with known expected maxima of two samples of smaller size”, Theory Probab. Appl., 68:1 (2023), 2–15