偏斜
计量经济学
经济
单调函数
库存(枪支)
参数统计
峰度
金融经济学
数学
统计
地理
数学分析
考古
作者
Stanislav Anatolyev,A.B. Petukhov
出处
期刊:Journal of Financial Econometrics
[Oxford University Press]
日期:2016-06-28
卷期号:14 (4): 746-771
被引量:16
标识
DOI:10.1093/jjfinec/nbw005
摘要
We investigate, within flexible semiparametric and parametric frameworks, the shape of the news impact curve (NIC) for the conditional skewness of stock returns, that is, how past returns affect present skewness. We find that returns may impact skewness in ways that sharply differ from those proposed in earlier literature. The skewness NIC may exhibit sign asymmetry, other types of nonlinearity, and even non-monotonicity. In particular, the newly discovered "rotated S"-shape of the skewness NIC for the S&P500 index is intriguing. We explore, among other things, properties of skewness NIC estimates and conditional density forecasts, the term structure of the skewness NIC, and previously documented approaches to its modeling.
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