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Some results for $U$-statistics and strong demimartingales

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In this paper, we obtain a result that a $U$-statistic $U_n$ based on associated random variables and a kernel $k(x_1,\ldots,x_m)$ which is a bounded variance function can be written as the difference of two strong demimartingales. Moreover, we establish Chow type minimal inequalities for strong demimartingales and obtain Marshall type minimal inequalities as well as a Value-at-Risk bound for ($\mathop{\min}_{1\leq k \leq n}S_k$).

Abstract

In this paper, we obtain a result that a $U$-statistic $U_n$ based on associated random variables and a kernel $k(x_1,\ldots,x_m)$ which is a bounded variance function can be written as the difference of two strong demimartingales. Moreover, we establish Chow type minimal inequalities for strong demimartingales and obtain Marshall type minimal inequalities as well as a Value-at-Risk bound for ($\mathop{\min}_{1\leq k \leq n}S_k$).

참고문헌 (12)

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  2. T. C. Christofides, "U-statistics on associated random variables", J. Statist. Plann. Inference, 119(1), pp.1~15 (2004)[DOI]
  3. T. C. Christofides, "New maximal inequalities for reverse demimartingales and reverse demisubmartingales", J. Stat. Theory Pract, 16(3), pp.39~ (2022)[DOI]
  4. T. C. Christofides, "The conditional convex order and a comparison inequality", Stoch. Anal. Appl, 33(2), pp.259~270 (2015)[DOI]
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  7. D. Feng, "Maximal inequalities and the strong law of large numbers for strong demimartingales", Statistics & Probability Letters, 193, pp.109708~ (2023)
  8. M. Hadjikyriakou, "Normal approximation for strong demimartingales", Statistics & Probability Letters, 122, pp.104~108 (2017)[DOI]
  9. Z. Lin, "Probability Inequalities" (2011), Springer-Verlag
  10. C. M. Newman, "Associated random variables and martingale inequalities", Z. Wahrsch. Verw. Gebiete, 59(3), pp.361~371 (1982)[DOI]
  11. X. -J. Wang, "Some new results for demimartingales", Appl. Math. J. Chinese Univ. Ser. B, 26(1), pp.14~22 (2011)[DOI]
  12. X. Wang, "Some inequalities for conditional demimartingales and conditional N-demimartingales", Statistics & Probability Letters, 83(3), pp.700~709 (2013)

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