The role of the IDEMV in predicting European stock market volatility during the COVID-19 pandemic

被引:62
作者
Li, Yan [1 ]
Liang, Chao [1 ]
Ma, Feng [1 ]
Wang, Jiqian [1 ]
机构
[1] Southwest Jiaotong Univ, Sch Econ & Management, Chengdu, Peoples R China
关键词
Volatility forecasting; VIX; IDEMV; Global pandemic; COVID-19; MODELS;
D O I
10.1016/j.frl.2020.101749
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
The main purpose of this paper is to investigate whether the Infectious Disease EMV tracker (IDEMV) proposed by Baker et al. (2020) has additional predictive ability for European stock market volatility during the COVID-19 pandemic. The three European stock markets we consider are France, UK and Germany. Our investigation is based on the HAR and its augmented models. We find that the IDEMV has stronger predictive power for the France and UK stock markets volatilities during the global pandemic, and the VIX has also superior predictive ability for the three European stock markets during this period.
引用
收藏
页数:7
相关论文
共 22 条
[1]   Answering the skeptics: Yes, standard volatility models do provide accurate forecasts [J].
Andersen, TG ;
Bollerslev, T .
INTERNATIONAL ECONOMIC REVIEW, 1998, 39 (04) :885-905
[2]   Modeling and forecasting realized volatility [J].
Andersen, TG ;
Bollerslev, T ;
Diebold, FX ;
Labys, P .
ECONOMETRICA, 2003, 71 (02) :579-625
[3]  
Ashraf B.N., 2020, RES INT BUS FINANC
[4]  
Baker Scott R., 2020, UNPRECEDENTED STOCK
[5]   Global equity market volatility spillovers: A broader role for the United States [J].
Buncic, Daniel ;
Gisler, Katja I. M. .
INTERNATIONAL JOURNAL OF FORECASTING, 2016, 32 (04) :1317-1339
[6]  
Corbet S., 2020, FINANC RES LETT
[7]   A Simple Approximate Long-Memory Model of Realized Volatility [J].
Corsi, Fulvio .
JOURNAL OF FINANCIAL ECONOMETRICS, 2009, 7 (02) :174-196
[8]   The incremental information content of investor fear gauge for volatility forecasting in the crude oil futures market [J].
Gong, Xu ;
Lin, Boqiang .
ENERGY ECONOMICS, 2018, 74 :370-386
[9]   Forecasting the good and bad uncertainties of crude oil prices using a HAR framework [J].
Gong, Xu ;
Lin, Boqiang .
ENERGY ECONOMICS, 2017, 67 :315-327
[10]   COVID-19 and finance: Agendas for future research [J].
Goodell, John W. .
FINANCE RESEARCH LETTERS, 2020, 35