This study empirically examines the effects of
structural breaks on equity return volatility persistence by using Chinese and
Japanese equity index return data. Applying standard GARCH models and two kinds
of structural break dummy variables, we derive the following findings. First,
we reveal that for both Chinese and Japanese equity index returns, the values
of GARCH parameters of standard GARCH models decline when the first structural
break dummies are incorporated. Second, our analyses further clarify that for
both Chinese and Japanese equity index returns, the values of GARCH parameters
of standard GARCH models again decline when different kinds of structural break
dummies are incorporated.
References
[1]
Narayan, P.K., Narayan, S. and Mishra, S. (2013) Has the Structural Break Slowed Down Growth Rates of Stock Markets? Economic Modelling, 30, 595-601.
https://doi.org/10.1016/j.econmod.2012.10.001
[2]
Chen, P.F., Lee, C.C. and Zeng, J.H. (2014) The Relationship between Spot and Futures Oil Prices: Do Structural Breaks Matter? Energy Economics, 43, 206-217.
https://doi.org/10.1016/j.eneco.2014.03.006
[3]
Chatzikonstanti, V. and Venetis, I.A. (2015) Long Memory in Log-range Series: Do Structural Breaks Matter? Journal of Empirical Finance, 33, 104-113.
https://doi.org/10.1016/j.jempfin.2015.06.003
[4]
Tsuji, C. (2012) Positive Return Premia in Japan. Quantitative Finance, 12, 345-367.
https://doi.org/10.1080/14697688.2010.541485
[5]
Tsuji, C. (2016) Does the Fear Gauge Predict Downside Risk More Accurately than Econometric Models? Evidence from the US Stock Market. Cogent Economics & Finance, 4, 1220711. https://doi.org/10.1080/23322039.2016.1220711
[6]
Tsuji, C. (2018) Return Transmission and Asymmetric Volatility Spillovers between Oil Futures and Oil Equities: New DCC-MEGARCH Analyses. Economic Modelling, 74, 167-185. https://doi.org/10.1016/j.econmod.2018.05.007
[7]
Güloglu, B., Kaya, P. and Aydemir, R. (2016) Volatility Transmission among Latin American Stock Markets under Structural Breaks. Physica A, 462, 330-340.
https://doi.org/10.1016/j.physa.2016.06.093
[8]
Smith, S.C. (2017) Equity Premium Estimates from Economic Fundamentals under Structural Breaks. International Review of Financial Analysis, 52, 49-61.
https://doi.org/10.1016/j.irfa.2017.04.011
[9]
Hood, M. and Malik, F. (2017) Estimating Downside Risk in Stock Returns under Structural Breaks. International Review of Economics and Finance, Forthcoming.
[10]
Ewing, B.T. and Malik, F. (2016) Volatility Spillovers between Oil Prices and the Stock Market under Structural Breaks. Global Finance Journal, 29, 12-23.
https://doi.org/10.1016/j.gfj.2015.04.008
[11]
Tsuji, C. (2014) Japanese Stock Markets and the US Stock Price Index Ratios. Applied Economics and Finance, 1, 37-47. https://doi.org/10.11114/aef.v1i2.485
[12]
Tsuji, C. (2016) Effects of the Japanese Stock Market on Canadian Value Stocks. Journal of Management and Strategy, 7, 21-30. https://doi.org/10.5430/jms.v7n2p21
[13]
Tsuji, C. (2016) Time-Varying International Effects of Japanese Stock Prices on US and Canadian Stock Markets. Applied Economics and Finance, 3, 81-92.
https://doi.org/10.11114/aef.v3i3.1529
[14]
Tsuji, C. (2017) How Can We Interpret the Estimates of the Full BEKK Model with Asymmetry? The Case of French and German Stock Returns. Business and Economic Research, 7, 342-351. https://doi.org/10.5296/ber.v7i2.12071
[15]
Tsuji, C. (2017) Interpreting the Estimates from the Full VECH Model with Asymmetry: The Case of US and Canadian Equity Prices. Accounting and Finance Research, 6, 236-243. https://doi.org/10.5430/afr.v6n4p236