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
相关论文
共 50 条
  • [1] PROJECT SELECTION AND STOCHASTIC VOLATILITY OF ASSET PRICES
    MURTHY, S
    VISWANATH, PV
    [J]. JOURNAL OF FINANCE, 1993, 48 (03): : 1111 - 1111
  • [2] THE VOLATILITY OF ASSET PRICES IN A STOCHASTIC PRODUCTION ECONOMY
    HAHM, S
    [J]. ECONOMICS LETTERS, 1992, 40 (01) : 97 - 104
  • [3] Asset Prices and Unemployment Fluctuations: A Resolution of the Unemployment Volatility Puzzle*
    Kehoe, Patrick J.
    Lopez, Pierlauro
    Midrigan, Virgiliu
    Pastorino, Elena
    [J]. REVIEW OF ECONOMIC STUDIES, 2023, 90 (03): : 1304 - 1357
  • [4] Estimating stochastic volatility via filtering for the micromovement of asset prices
    Zeng, Y
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2004, 49 (03) : 338 - 348
  • [5] STOCHASTIC VOLATILITY IN ASSET PRICES ESTIMATION WITH SIMULATED MAXIMUM-LIKELIHOOD
    DANIELSSON, J
    [J]. JOURNAL OF ECONOMETRICS, 1994, 64 (1-2) : 375 - 400
  • [6] Volatility, the Macroeconomy, and Asset Prices
    Bansal, Ravi
    Kiku, Dana
    Shaliastovich, Ivan
    Yaron, Amir
    [J]. JOURNAL OF FINANCE, 2014, 69 (06): : 2471 - 2511
  • [7] Volatility and stock prices: implications from a production model of asset pricing
    Basu, P
    Samanta, P
    [J]. ECONOMICS LETTERS, 2001, 70 (02) : 229 - 235
  • [8] TRANSMISSION OF MONETARY POLICY TO ASSET PRICES: EVIDENCE USING STOCHASTIC VOLATILITY MODELS
    Saman, Corina
    Szeles, Monica Raileanu
    [J]. TRANSFORMATIONS IN BUSINESS & ECONOMICS, 2020, 19 (2B): : 875 - 885
  • [9] INVENTORIES AS AN ASSET - THE VOLATILITY OF COPPER PRICES
    BRESNAHAN, TF
    SUSLOW, VY
    [J]. INTERNATIONAL ECONOMIC REVIEW, 1985, 26 (02) : 409 - 424
  • [10] Asset pricing with stochastic volatility
    Kallianpur, G
    Xiong, J
    [J]. APPLIED MATHEMATICS AND OPTIMIZATION, 2001, 43 (01): : 47 - 62