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      KCI등재 SCOPUS

      ALMOST SURE CONVERGENCE OF WEIGHTED SUMS FOR WIDELY NEGATIVE DEPENDENT RANDOM VARIABLES UNDER SUB-LINEAR EXPECTATIONS

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      https://www.riss.kr/link?id=A108524924

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      다국어 초록 (Multilingual Abstract)

      The sub-linear expectation space is a nonlinear expectation space having advantages of modeling the uncertainty of probability and statistics. In this paper we study the almost sure convergence for weighted sums of widely negative dependent random variables in the sub-linear expectation spaces. An almost sure convergence theorem is obtained for weighted sums of widely negative dependent random variables under sub-linear expectations. Our results extend and generalize the corresponding ones of Hu and Wu(2021) to widely negative dependent random variables under sub-linear expectation.
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      The sub-linear expectation space is a nonlinear expectation space having advantages of modeling the uncertainty of probability and statistics. In this paper we study the almost sure convergence for weighted sums of widely negative dependent random var...

      The sub-linear expectation space is a nonlinear expectation space having advantages of modeling the uncertainty of probability and statistics. In this paper we study the almost sure convergence for weighted sums of widely negative dependent random variables in the sub-linear expectation spaces. An almost sure convergence theorem is obtained for weighted sums of widely negative dependent random variables under sub-linear expectations. Our results extend and generalize the corresponding ones of Hu and Wu(2021) to widely negative dependent random variables under sub-linear expectation.

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      참고문헌 (Reference) 논문관계도

      1 S.G. Peng, "Survey on normal distributions, central limit theorem, Brownian motion and the related stochastic calculus under sublinear expectations" 52 (52): 1391-1411, 2009

      2 L.X. Zhang, "Strong limit theorems for extended independent and extended negatively dependent random variables under non-linear expectations" 42 : 467-490, 2022

      3 Z. Zhan, "Strong laws of large numbers for weighted sums of extended negatively dependent random variables under sub-linear expectations" 51 (51): 1197-1216, 2022

      4 C. Hu, "Strong laws of large numbers for sublinear expectation under controlled 1st moment condition" 39 (39): 791-804, 2019

      5 Q. Wu, "Strong law of large numbers and Chover’s law of the iterated logarithm under sub-linear expectations" 460 (460): 252-270, 2018

      6 Z.J. Chen, "Strong lasw of large numbers for sub-linear expectation" 59 (59): 945-954, 2016

      7 L.X. Zhang, "Self-normalized moderate deviation and laws of the iterated logarithm under g-expectation" 4 : 229-263, 2016

      8 L.X. Zhang, "Rosenthal’s inequalities for independent and negatively dependent random variables under sub-linear expectations with applications" 59 (59): 751-768, 2016

      9 황교신, "Note on Strong Law of Large Number under Sub-linear Expectation" 영남수학회 36 (36): 25-34, 2020

      10 S.G. Peng, "Nonlinear expectations and stochastic calculus under uncertainty-with robust central limit theorem and G-Brownian motion"

      1 S.G. Peng, "Survey on normal distributions, central limit theorem, Brownian motion and the related stochastic calculus under sublinear expectations" 52 (52): 1391-1411, 2009

      2 L.X. Zhang, "Strong limit theorems for extended independent and extended negatively dependent random variables under non-linear expectations" 42 : 467-490, 2022

      3 Z. Zhan, "Strong laws of large numbers for weighted sums of extended negatively dependent random variables under sub-linear expectations" 51 (51): 1197-1216, 2022

      4 C. Hu, "Strong laws of large numbers for sublinear expectation under controlled 1st moment condition" 39 (39): 791-804, 2019

      5 Q. Wu, "Strong law of large numbers and Chover’s law of the iterated logarithm under sub-linear expectations" 460 (460): 252-270, 2018

      6 Z.J. Chen, "Strong lasw of large numbers for sub-linear expectation" 59 (59): 945-954, 2016

      7 L.X. Zhang, "Self-normalized moderate deviation and laws of the iterated logarithm under g-expectation" 4 : 229-263, 2016

      8 L.X. Zhang, "Rosenthal’s inequalities for independent and negatively dependent random variables under sub-linear expectations with applications" 59 (59): 751-768, 2016

      9 황교신, "Note on Strong Law of Large Number under Sub-linear Expectation" 영남수학회 36 (36): 25-34, 2020

      10 S.G. Peng, "Nonlinear expectations and stochastic calculus under uncertainty-with robust central limit theorem and G-Brownian motion"

      11 M. Marinacci, "Limit laws for non-additive probabilities and their frequentist interpretation" 84 : 145-195, 1999

      12 S.G. Peng, "Law of large numbers and central limit theorem under nonlinear expectations" 4 (4): 1-8, 2019

      13 S.G. Peng, "G-expectation, G-Brownian motion and related stochastic calculus of Ito type" Springer 541-567, 2005

      14 L.X. Zhang, "Exponential inequalities under the sub-linear expectations with applications to laws the iterated logarithm" 59 (59): 2503-2526, 2016

      15 L.X. Zhang, "Donsker’s invariance principle under the sub-linear expectation with an application to Chung’s law of the iterated logarithm" 3 : 187-214, 2015

      16 Y. Lin, "Complete convergence and strong law of large numbers for arrays of random variables under sublinear expectations" 49 (49): 5866-5882, 2020

      17 Q. Wu, "Another form of Chover’s law of the iterated logarithm under sublinear expectations, Revista de la Real Academia de Ciencias Exactas" 114 (114): 2020

      18 R. Hu, "Almost sure convergence of weighted sums for END sequences in sub-linear expectation spaces" 59 (59): 531-536, 2021

      19 H. Cheng, "A strong law of large numbers for sub-linear under a general moment condition" 116 : 248-258, 2016

      20 S.G. Peng, "A new central limit theorem under sublinear expectations" 53 (53): 1989-1994, 2008

      21 Zengjing Chen, "A law of the iterated logarithm under sublinear expectations" World Scientific Pub Co Pte Lt 01 (01): 1450015-, 2014

      22 황교신, "A NOTE ON STRONG CONVERGENCE OF SUMS OF INDEPENDENT RANDOM VARIABLES UNDER SUB-LINEAR EXPECTATION" 장전수학회 30 (30): 435-445, 2020

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