On an Example of Expectation Evaluation

We study the distribution of the maximal element $\overline{\xi}_n$ of a sequence of (possibly) independent random variables $\xi_1,\dots,\xi_n$. A formula for evaluation of a random variable expectation based on a quantile function is considered. This formula is applied to evaluation of the expectation for a nondecreasing function of a random variable transformed via its distribution function. The case of a discontinuous distribution function is the most interesting. As a corollary, we refine an example proposed in the author's previous article [Theory Probab. Appl., 68 (2023), pp. 392--410].

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Publication Details

Journal
Theory of Probability and Its Applications
Published
2024-08-01
DOI
https://doi.org/10.1137/s0040585x97t991933
Primary Topic
Fuzzy Systems and Optimization
Type
article
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article

On an Example of Expectation Evaluation

Alexander Bulinski
Theory of Probability and Its Applications
Fuzzy Systems and Optimization
article

On an Example of Expectation Evaluation

Alexander Bulinski
article en

Abstract

We study the distribution of the maximal element $\overline{\xi}_n$ of a sequence of (possibly) independent random variables $\xi_1,\dots,\xi_n$. A formula for evaluation of a random variable expectation based on a quantile function is considered. This formula is applied to evaluation of the expectation for a nondecreasing function of a random variable transformed via its distribution function. The case of a discontinuous distribution function is the most interesting. As a corollary, we refine an example proposed in the author's previous article [Theory Probab. Appl., 68 (2023), pp. 392--410].

Theory of Probability and Its ApplicationsVol. 69(2)
Openalex Percentile: Top 86%
Fuzzy Systems and Optimization
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On an Example of Expectation Evaluation — Alexander Bulinski · Theory of Probability and Its Applications (2024) | TGRS Research Map | TGRS