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Asymptotic approximations of random ratio model based on AANA sequences.

Authors :
Li, Xiaoqin
Zhang, Lei
Shen, Yan
Chen, Zhiyong
Source :
Communications in Statistics: Simulation & Computation; 2023, Vol. 52 Issue 8, p3796-3819, 24p
Publication Year :
2023

Abstract

The inverse moment's research can be used in many fields such as risk evaluation and insurance mathematics. In this paper, we consider the weighted inverse moment model based on asymptotically almost negatively associated (AANA, in short) sequences. Under some weak condition, we obtain the asymptotic approximation of inverse moments and its convergence rate. As applications of inverse moments, we study the random ratio models which contain the change-point detection models, and obtain the asymptotic moment approximation of random ratio and its convergence rate. Our conditions of inverse moment and random ratio models are very weaker than the existing models. In order to test our results, we do some simulations and real data analysis in this paper. Our results improve and general the existing works. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610918
Volume :
52
Issue :
8
Database :
Complementary Index
Journal :
Communications in Statistics: Simulation & Computation
Publication Type :
Academic Journal
Accession number :
170718146
Full Text :
https://doi.org/10.1080/03610918.2021.1948573