大连理工大学学报(社会科学版)
大連理工大學學報(社會科學版)
대련리공대학학보(사회과학판)
JOURNAL OF DALIAN UNIVERSITY OF TECHNOLOGY(SOCIAL SCIENCES)
2014年
1期
86-91
,共6页
Nelson-Siegel模型%收益率曲线%主成分分析%利率风险
Nelson-Siegel模型%收益率麯線%主成分分析%利率風險
Nelson-Siegel모형%수익솔곡선%주성분분석%리솔풍험
Nelson-Siegel model%yield curve%principal component analysis%interest rate risk
主要的宏观经济变量(通胀和产出)的变化与收益率曲线变动(潜在的水平和斜率因素)存在密切关系。金融危机爆发后,我国的宏观经济基本面发生了显著变化:通胀加剧,经济增长放缓。这些改变可能对收益率曲线的形状和移动形式产生影响。文章首先以最小化加权到期收益率误差为目标函数,用Nelson-Siegel模型拟合上海证券交易所国债的收益率曲线;然后用主成分分析方法分析金融危机前后收益率曲线变化的潜在因素得到:解释两时段收益率曲线移动的主成分构成相同,为水平、斜率和曲率因素,但主成分结构发生了改变,水平因素在金融危机后占据主导;最后,根据主成分结构的分析结果给出了利率风险管理的建议。
主要的宏觀經濟變量(通脹和產齣)的變化與收益率麯線變動(潛在的水平和斜率因素)存在密切關繫。金融危機爆髮後,我國的宏觀經濟基本麵髮生瞭顯著變化:通脹加劇,經濟增長放緩。這些改變可能對收益率麯線的形狀和移動形式產生影響。文章首先以最小化加權到期收益率誤差為目標函數,用Nelson-Siegel模型擬閤上海證券交易所國債的收益率麯線;然後用主成分分析方法分析金融危機前後收益率麯線變化的潛在因素得到:解釋兩時段收益率麯線移動的主成分構成相同,為水平、斜率和麯率因素,但主成分結構髮生瞭改變,水平因素在金融危機後佔據主導;最後,根據主成分結構的分析結果給齣瞭利率風險管理的建議。
주요적굉관경제변량(통창화산출)적변화여수익솔곡선변동(잠재적수평화사솔인소)존재밀절관계。금융위궤폭발후,아국적굉관경제기본면발생료현저변화:통창가극,경제증장방완。저사개변가능대수익솔곡선적형상화이동형식산생영향。문장수선이최소화가권도기수익솔오차위목표함수,용Nelson-Siegel모형의합상해증권교역소국채적수익솔곡선;연후용주성분분석방법분석금융위궤전후수익솔곡선변화적잠재인소득도:해석량시단수익솔곡선이동적주성분구성상동,위수평、사솔화곡솔인소,단주성분결구발생료개변,수평인소재금융위궤후점거주도;최후,근거주성분결구적분석결과급출료리솔풍험관리적건의。
There are close ties between the main macroeconomic variables (inflation and output ) and the yield curve (potential level and slope factors) .Some remarkable changes have emerged after the financial crisis :ris-ing inflation and slowing economic growth ,which might affect the shape and shift form of the yield curve .This article first takes the minimal error of the weighted YTM as objective function ,and fits the yield curve of gov-ernment bonds in Shanghai Stock Exchange with Nelson-Siegel model ,then finds that Nelson-Siegel model is suitable for China government bond market ;and analyzes the potential factors causing yield curve shift before and after the financial crisis using principal component analysis .The findings show that for the two periods the main ingredients are the same ,that is level ,slope and curvature ,while the main composition structure has changed ,meaning that the level has become the major factor .Finally ,some suggestions about interest rate risk management are proposed ,according to the principal component analysis results .