Asset prices and economic fluctuations: The implications of stochastic volatility

被引:6
|
作者
Chen, Junping [1 ]
Xiong, Xiong [2 ,4 ]
Zhu, Jie [3 ,5 ]
Zhu, Xiaoneng [1 ,6 ]
机构
[1] Shanghai Univ Finance & Econ, Sch Finance, Shanghai, Peoples R China
[2] Tianjin Univ, Coll Management & Econ, Tianjin, Peoples R China
[3] Shanghai Univ, SHU UTS SILC Business Sch, Shanghai, Peoples R China
[4] Tianjin Univ, China Ctr Social Comp & Analyt, Tianjin, Peoples R China
[5] Univ Technol Sydney, Sydney, NSW, Australia
[6] Shanghai Key Lab Financial Informat Technol, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
Economic fluctuations; Dynamic Fama-French factors; Stochastic volatility; International stock markets; Predictability; EQUITY PREMIUM PREDICTION; STOCK RETURNS; CROSS-SECTION; EXPECTED RETURNS; DYNAMIC FACTORS; PRICING-MODELS; RISK-FACTORS; PERFORMANCE; VARIABLES; GROWTH;
D O I
10.1016/j.econmod.2017.03.017
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper investigates whether the multi-factor stochastic volatility of stock returns is related to economic fluctuations and affects asset prices. We address these issues in a dynamic Fama-French three-factor volatility model framework. Consistent with the ICAPM with stochastic volatility (Campbell et al., 2017), we find that the conditional volatility of the size and value factors is significantly related to economic uncertainty. These volatilities are also significant pricing factors. The out-of-sample forecasting analysis further reveals that the conditional volatility can predict stock returns and deliver economic gain in asset allocation. Our analysis sharpens the understanding on the link between the stock market and economic fundamentals.
引用
收藏
页码:128 / 140
页数:13
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