Risk Evaluation on China Government Bonds with EWMAVaR and SVM Methods

Author:

Ouyang Tianhao1ORCID,Lu Xiaoyong1

Affiliation:

1. Management School, Nanchang University, Nanchang Jiangxi 330031, China

Abstract

This research studies the strategy of risk evaluation of China government bonds with the latest data. The angle of evaluation focuses on the interest rate and the stability risk, employing the EWMAVaR and SVM methods. The weights of each risk indicator are determined by the entropy method. Experimental results show that the risk of government bonds is stable in recent years. However, the impact of COVID-19 cannot be ignored because the risk level increased in the year 2020. The issuing of one trillion special antipandemic bonds could explain the fluctuation of the market because the fiscal incomes of Chinese government decreased in 2020 and could not be recovered in a short time. The experimental results show that the method proposed in this paper has a better performance than the existing methods, and it can help well in realizing the risk assessment of government bonds.

Funder

Chinese National Funding of Social Sciences

Publisher

Hindawi Limited

Subject

Computer Networks and Communications,Information Systems

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3. Comovement and predictability relationships between bonds and the cross-section of stocks;M. Baker;Monthly Labor Review,2017

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