Do co-jumps impact correlations in currency markets?

被引:14
|
作者
Barunik, Jozef [1 ]
Vacha, Lukas [1 ,2 ]
机构
[1] Charles Univ Prague, Inst Econ Studies, Opletalova 26, Prague 11000, Czech Republic
[2] Czech Acad Sci, Inst Informat Theory & Automat, Vodarenskou Vezi 4, Prague 18200, Czech Republic
关键词
Co-jumps; Currency markets; Realized covariance; Wavelets; Bootstrap; WAVELET SCALE ANALYSIS; HIGH-FREQUENCY DATA; COVARIANCE ESTIMATION; STOCK-PRICES; VOLATILITY; RISK; RUN; COMOVEMENTS; COMPONENTS;
D O I
10.1016/j.finmar.2017.11.004
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We quantify how co-jumps impact correlations in currency markets. To disentangle the continuous part of quadratic covariation from co-jumps, and study the influence of co-jumps on correlations, we propose a new wavelet-based estimator. The proposed estimation framework is able to localize the co-jumps very precisely through wavelet coefficients and identify statistically significant co-jumps. Empirical findings reveal the different behaviors of co-jumps during Asian, European, and U.S. trading sessions. Importantly, we document that co-jumps significantly influence correlation in currency markets. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:97 / 119
页数:23
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