RISK PERCEPTION AND EQUITY RETURNS: EVIDENCE FROM THE SPX AND VIX

被引:3
|
作者
Gang, Jianhua [1 ]
Li, Xiang [2 ]
机构
[1] Renmin Univ China, Sch Finance, China Financial Policy Res Ctr, Beijing 100872, Peoples R China
[2] Shanghai Univ, Sch Econ, Dept Finance, Shanghai 200041, Peoples R China
关键词
conditional joint density; GARCH models; semi-nonparametric; SPX; VIX; IMPLIED VOLATILITY; STOCK RETURNS; PRICES; MARKET;
D O I
10.1111/j.1467-8586.2011.00409.x
中图分类号
F [经济];
学科分类号
02 ;
摘要
We use the semi-nonparametric (SNP) model to study the relationship between the innovation of the Volatility Index (VIX) and the expected S&P 500 Index (SPX) returns. We estimate the one-step-ahead contemporaneous relation subject to leverage GARCH effect. Results agree with a body of newly established literature arguing non-linearity, and asymmetries. In addition, the risk-return behaviour depends on the signs as well as magnitudes of the perceived risk. We conclude that influence of fear or exuberance on the conditional market return is non-monotonic and hump-shaped. Very deep fear does not necessarily mean huge losses, instead, the loss may not be as bad as fears of normal levels. Results pass the robustness tests.
引用
收藏
页码:20 / 44
页数:25
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