运筹与管理
運籌與管理
운주여관리
OPERATIONS RESEARCH AND MANAGEMENT SCIENCE
2014年
5期
198-204
,共7页
谢赤%张娇艳%王纲金%余聪
謝赤%張嬌豔%王綱金%餘聰
사적%장교염%왕강금%여총
金融工程%双指数Jump-GARCH-Vasicek模型%极大似然估计%人民币短期利率%跳跃行为
金融工程%雙指數Jump-GARCH-Vasicek模型%極大似然估計%人民幣短期利率%跳躍行為
금융공정%쌍지수Jump-GARCH-Vasicek모형%겁대사연고계%인민폐단기리솔%도약행위
financial engineering%double exponential Jump-GARCH-Vasicek model%MLE%RMB short-term interest rates%jump behavior
受货币政策调控频率提升及大型新股申购等因素的影响,近年来人民币短期利率表现出明显的跳跃行为。为了更准确地描述利率跳跃行为,本文通过假设跳跃幅度服从双指数分布构建一个能刻画短期利率波动聚类、均值回复和跳跃行为的双指数Jump-GARCH-Vasicek 模型。利用人民币短期利率数据,将双指数 Jump-GARCH-Vasicek模型与Vasicek模型、GARCH-Vasicek模型、正态Jump-Vasicek模型、双指数Jump-Vasicek模型、正态Jump-GARCH-Vasicek模型进行实证对比分析。研究结果表明,人民币短期利率确实存在GARCH效应、均值回复和跳跃行为,且双指数Jump-GARCH-Vasicek模型较其它模型能更好地刻画人民币短期利率的跳跃行为。
受貨幣政策調控頻率提升及大型新股申購等因素的影響,近年來人民幣短期利率錶現齣明顯的跳躍行為。為瞭更準確地描述利率跳躍行為,本文通過假設跳躍幅度服從雙指數分佈構建一箇能刻畫短期利率波動聚類、均值迴複和跳躍行為的雙指數Jump-GARCH-Vasicek 模型。利用人民幣短期利率數據,將雙指數 Jump-GARCH-Vasicek模型與Vasicek模型、GARCH-Vasicek模型、正態Jump-Vasicek模型、雙指數Jump-Vasicek模型、正態Jump-GARCH-Vasicek模型進行實證對比分析。研究結果錶明,人民幣短期利率確實存在GARCH效應、均值迴複和跳躍行為,且雙指數Jump-GARCH-Vasicek模型較其它模型能更好地刻畫人民幣短期利率的跳躍行為。
수화폐정책조공빈솔제승급대형신고신구등인소적영향,근년래인민폐단기리솔표현출명현적도약행위。위료경준학지묘술리솔도약행위,본문통과가설도약폭도복종쌍지수분포구건일개능각화단기리솔파동취류、균치회복화도약행위적쌍지수Jump-GARCH-Vasicek 모형。이용인민폐단기리솔수거,장쌍지수 Jump-GARCH-Vasicek모형여Vasicek모형、GARCH-Vasicek모형、정태Jump-Vasicek모형、쌍지수Jump-Vasicek모형、정태Jump-GARCH-Vasicek모형진행실증대비분석。연구결과표명,인민폐단기리솔학실존재GARCH효응、균치회복화도약행위,차쌍지수Jump-GARCH-Vasicek모형교기타모형능경호지각화인민폐단기리솔적도약행위。
Affected by factors such as monetary policies made by the people's bank of China and large-scale new shares subscriptions , the RMB short-term interest rates showed obvious jump behavior in recent years .In order to better describe the jump behavior of interest rates , we construct a Jump-GARCH-Vasicek model which can de-scribe the volatility clustering , mean reversion and jump behavior of Chinese short-term interest rates by assuming the distribution of jump size to be double exponential .Based on the datum of Chinese short-term interest rates, we compare double exponential Jump-GARCH-Vasicek model with the following five models: Vasicek model , GARCH-Vasicek model , normal Jump-Vasicek model , double exponential Jump-Vasicek model and normal Jump-GARCH-Vasicek model .We find that short-term interest rates show obvious GARCH effect , mean rever-sion and jump behavior , and the double exponential Jump-GARCH-Vasicek model is the best of the six models in describing the jump behavior of short-term interest rates .