On the Kesten-type inequality for randomly weighted sums with applications to an operational risk model
Filomat, Tome 35 (2021) no. 6, p. 1879
Voir la notice de l'article provenant de la source eLibrary of Mathematical Institute of the Serbian Academy of Sciences and Arts
This paper considers the randomly weighted sums generated by some dependent subexponential primary random variables and some arbitrarily dependent random weights. To study the randomly weighted sums with infinitely many terms, we establish a Kesten-type upper bound for their tail probabilities in presence of subexponential primary random variables and under a certain dependence among them. Our result extends the study of Chen [5] to the dependent case. As applications, we derive some asymptotic formulas for the tail probability and the Value-at-Risk of total aggregate loss in a multivariate operational risk cell model.
Classification :
62E20, 62H20
Keywords: Randomly weighted sum, Subexponentiality, Kesten-type inequality, Dependence, Multivariate operational risk cell model
Keywords: Randomly weighted sum, Subexponentiality, Kesten-type inequality, Dependence, Multivariate operational risk cell model
Yishan Gong; Yang Yang; Jiajun Liu. On the Kesten-type inequality for randomly weighted sums with applications to an operational risk model. Filomat, Tome 35 (2021) no. 6, p. 1879 . doi: 10.2298/FIL2106879G
@article{10_2298_FIL2106879G,
author = {Yishan Gong and Yang Yang and Jiajun Liu},
title = {On the {Kesten-type} inequality for randomly weighted sums with applications to an operational risk model},
journal = {Filomat},
pages = {1879 },
year = {2021},
volume = {35},
number = {6},
doi = {10.2298/FIL2106879G},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.2298/FIL2106879G/}
}
TY - JOUR AU - Yishan Gong AU - Yang Yang AU - Jiajun Liu TI - On the Kesten-type inequality for randomly weighted sums with applications to an operational risk model JO - Filomat PY - 2021 SP - 1879 VL - 35 IS - 6 UR - http://geodesic.mathdoc.fr/articles/10.2298/FIL2106879G/ DO - 10.2298/FIL2106879G LA - en ID - 10_2298_FIL2106879G ER -
%0 Journal Article %A Yishan Gong %A Yang Yang %A Jiajun Liu %T On the Kesten-type inequality for randomly weighted sums with applications to an operational risk model %J Filomat %D 2021 %P 1879 %V 35 %N 6 %U http://geodesic.mathdoc.fr/articles/10.2298/FIL2106879G/ %R 10.2298/FIL2106879G %G en %F 10_2298_FIL2106879G
Cité par Sources :