Volatility Threshold Dynamic Conditional Correlations: An International Analysis

被引:22
|
作者
Kasch, Maria [1 ]
Caporin, Massimiliano [2 ]
机构
[1] Univ Mannheim, Dept Finance, D-10557 Mannheim, Germany
[2] Univ Padua, Dept Econ & Management Marco Fanno, I-35100 Padua, Italy
关键词
comovement; contagion; dynamic correlations; volatility thresholds; MARKET LINKAGES; CONTAGION; INTERDEPENDENCE; HETEROSKEDASTICITY; RETURNS; SHOCKS; TESTS; MODEL;
D O I
10.1093/jjfinec/nbs028
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
This article proposes a modeling framework for the study of changes in cross-market comovement conditional on volatility regimes. Methodologically, we extend the Dynamic Conditional Correlation multivariate GARCH model to allow the dynamics of correlations to depend on asset variances through a threshold structure. The empirical application of our model to a sample of international stock markets in 1994-2011 indicates that the periods of market turbulence are associated with an increase in cross-market comovement. The modeling framework proposed in the article represents a useful tool for the study of market contagion.
引用
收藏
页码:706 / 742
页数:37
相关论文
共 50 条
  • [31] Dynamic correlations between BRIC and U.S. stock markets: The asymmetric impact of volatility expectations in oil, gold and financial markets
    Kocaarslan, Baris
    Sari, Ramazan
    Gormus, Alper
    Soytas, Ugur
    JOURNAL OF COMMODITY MARKETS, 2017, 7 : 41 - 56
  • [32] Change-Point Detection in the Conditional Correlation Structure of Multivariate Volatility Models
    Barassi, Marco
    Horvath, Lajos
    Zhao, Yuqian
    JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2020, 38 (02) : 340 - 349
  • [33] Robust bootstrap densities for dynamic conditional correlations: implications for portfolio selection and Value-at-Risk
    Trucios, Carlos
    Hotta, Luiz K.
    Ruiz, Esther
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2018, 88 (10) : 1976 - 2000
  • [34] Conditional Volatility Persistence and Realized Volatility Asymmetry: Evidence from the Chinese Stock Markets
    Su, Fei
    Wang, Lei
    EMERGING MARKETS FINANCE AND TRADE, 2020, 56 (14) : 3252 - 3269
  • [35] ON CONDITIONAL VOLATILITY MODEL COMPARISON
    Sed'a, Petr
    7TH INTERNATIONAL DAYS OF STATISTICS AND ECONOMICS, 2013, : 1240 - 1249
  • [36] International crude oil futures and Romanian oil companies: volatility, correlations and causality
    Dinica, Mihai-Cristian
    Balea, Erica Cristina
    EMERGING MARKETS QUERIES IN FINANCE AND BUSINESS (EMQ 2013), 2014, 15 : 1396 - 1403
  • [37] Bivariate asymmetric GARCH models with heavy tails and dynamic conditional correlations
    Choy, S. T. Boris
    Chen, Cathy W. S.
    Lin, Edward M. H.
    QUANTITATIVE FINANCE, 2014, 14 (07) : 1297 - 1313
  • [38] Forecasting volatility with component conditional autoregressive range model
    Wu, Xinyu
    Hou, Xinmeng
    NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2020, 51
  • [39] An analysis of firm and market volatility
    Sharma, Susan Sunila
    Narayan, Paresh Kumar
    Zheng, Xinwei
    ECONOMIC SYSTEMS, 2014, 38 (02) : 205 - 220
  • [40] THE INTERNATIONAL TRANSMISSION OF VOLATILITY SHOCKS: AN EMPIRICAL ANALYSIS
    Mumtaz, Haroon
    Theodoridis, Konstantinos
    JOURNAL OF THE EUROPEAN ECONOMIC ASSOCIATION, 2015, 13 (03) : 512 - 533