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Vestnik Moskovskogo Universiteta. Seriya 1. Matematika. Mekhanika, 2023, Number 6, Pages 9–16
DOI: https://doi.org/10.55959/MSU0579-9368-1-64-6-1
(Mi vmumm4573)
 

Mathematics

Limit joint distribution of $U$-statistics, $M$-estimates, and sample quantiles

M. P. Savelov

Lomonosov Moscow State University, Faculty of Mechanics and Mathematics
References:
Abstract: Let $X_1, X_2, \ldots, X_n$ be independent identically distributed random vectors. Consider a vector $V(X_1, X_2, \ldots, X_n)$ whose each component is either a $U$-statistic or an $M$-estimator. Sufficient conditions for asymptotic normality of the vector $V(X_1, X_2, \ldots, X_n)$ are obtained. In the case when $X_1, X_2, \ldots$ are one-dimensional sufficient conditions for asymptotic normality are obtained for a vector, each component of which is either a $U$-statistic, or an $M$-estimator, or a sample quantile.
Key words: joint distributions, $U$-statistics, $M$-estimates, $M$-estimators, $Z$-estimators, sample quantiles, asymptotic normality.
Received: 15.03.2023
English version:
Moscow University Mathematics Bulletin, 2023, Volume 78, Issue 6, Pages 259–268
DOI: https://doi.org/10.3103/S0027132223060074
Bibliographic databases:
Document Type: Article
UDC: 519.214
Language: Russian
Citation: M. P. Savelov, “Limit joint distribution of $U$-statistics, $M$-estimates, and sample quantiles”, Vestnik Moskov. Univ. Ser. 1. Mat. Mekh., 2023, no. 6, 9–16; Moscow University Mathematics Bulletin, 78:6 (2023), 259–268
Citation in format AMSBIB
\Bibitem{Sav23}
\by M.~P.~Savelov
\paper Limit joint distribution of $U$-statistics, $M$-estimates, and sample quantiles
\jour Vestnik Moskov. Univ. Ser.~1. Mat. Mekh.
\yr 2023
\issue 6
\pages 9--16
\mathnet{http://mi.mathnet.ru/vmumm4573}
\crossref{https://doi.org/10.55959/MSU0579-9368-1-64-6-1}
\elib{https://elibrary.ru/item.asp?id=58422719}
\transl
\jour Moscow University Mathematics Bulletin
\yr 2023
\vol 78
\issue 6
\pages 259--268
\crossref{https://doi.org/10.3103/S0027132223060074}
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