The VIX, the Variance Premium, and Expected Returns

被引:9
|
作者
Osterrieder, Daniela [1 ,2 ]
Ventosa-Santaularia, Daniel [3 ]
Vera-Valdes, J. Eduardo [2 ,4 ]
机构
[1] Rutgers State Univ, Newark, NJ USA
[2] Aarhus Univ, CREATES, Aarhus, Denmark
[3] CIDE, Mexico City, DF, Mexico
[4] Aalborg Univ, Aalborg, Denmark
基金
新加坡国家研究基金会;
关键词
fractional integration; implied variance; integrated variance; persistent predictor; return prediction; risk-return trade-off; variance premium; LOCAL WHITTLE ESTIMATION; LONG-MEMORY; FRACTIONAL COINTEGRATION; STOCK RETURNS; RISK; VOLATILITY; MODEL; UNCERTAINTY; INFERENCE; TRADEOFF;
D O I
10.1093/jjfinec/nby008
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Existing studies find conflicting estimates of the risk-return relation. We show that the trade-off parameter is inconsistently estimated when observed or estimated conditional variances measure risk. The inconsistency arises from misspecified, unbalanced, and endogenous return regressions. These problems are eliminated if risk is captured by the variance premium (VP) instead; it is unobservable, however. We propose a 2SLS estimator that produces consistent estimates without observing the VP. Using this method, we find a positive risk-return trade-off and long-run return predictability. Our approach outperforms commonly used risk-return estimation methods, and reveals a significant link between the VP and economic uncertainty.
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页码:517 / 558
页数:42
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