Systemic risk assessment of Lithuanian second-pillar pension funds through connectedness and spillover

IF 1.7 Q3 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Journal of Mathematics in Industry Pub Date : 2024-03-28 DOI:10.1186/s13362-024-00144-x
Audrius Kabašinskas
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Abstract

Pension funds are an essential part of retirement planning, and their performance and risks play a significant role in ensuring financial stability for retirees. This study aims to analyse the connectedness and spillover effects in the Lithuanian second-pillar pension fund market. The findings of this study provide insight on the interdependence within the second-pillar pension funds market and with other financial markets, and contribute to a better understanding of the risk-return trade-off of pension funds, especially during high-volatility periods. Differently from other studies in this paper market regimes are identified using Hidden Markov Models (HMM). Interdependence (including multivariate and non-linear) and causality between pension funds are analysed in different market regimes. Finally, returns spillover in different regimes is estimated using VAR and VECM models. The results of this paper are expected to be useful for pension fund managers, participants, and pension system supervisors in making decisions about investment strategies and in practices of systemic risk management regulation.
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通过关联性和溢出效应评估立陶宛第二支柱养老基金的系统性风险
养老基金是退休规划的重要组成部分,其业绩和风险在确保退休人员的财务稳定方面发挥着重要作用。本研究旨在分析立陶宛第二支柱养老基金市场的关联性和溢出效应。研究结果有助于深入了解第二支柱养老基金市场内部以及与其他金融市场之间的相互依存关系,有助于更好地理解养老基金的风险收益权衡,尤其是在高波动时期。与其他研究不同的是,本文使用隐马尔可夫模型(HMM)来识别市场制度。本文分析了不同市场制度下养老基金之间的相互依存关系(包括多变量和非线性)和因果关系。最后,使用 VAR 和 VECM 模型估算了不同制度下的收益溢出效应。本文的研究结果将有助于养老基金管理者、参与者和养老金系统监管者做出投资战略决策,并有助于系统风险管理监管实践。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Mathematics in Industry
Journal of Mathematics in Industry MATHEMATICS, INTERDISCIPLINARY APPLICATIONS-
CiteScore
5.00
自引率
0.00%
发文量
12
审稿时长
13 weeks
期刊最新文献
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