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Correlation, hierarchies, and networks in financial markets
9 references·16 citing·33 second hop
Correlation, hierarchies, and networks in financial markets (2010)Correlation, hierarchies, and networks in…Cluster analysis for portfolio optimization (2007)Cluster analysis for portfoli…A tool for filtering information in complex systems (2005)A tool for filtering informat…Topology of correlation-based minimal spanning trees in real and model markets (2003)Topology of correlation-based…Theory of Financial Risk and Derivative Pricing (2003)Theory of Financial Risk and …Improved estimation of the covariance matrix of stock returns with an application to portfolio selection (2003)Improved estimation of the co…Dynamics of market correlations: Taxonomy and portfolio analysis (2003)Dynamics of market correlatio…Universal and Nonuniversal Properties of Cross Correlations in Financial Time Series (1999)Universal and Nonuniversal Pr…Noise Dressing of Financial Correlation Matrices (1999)Noise Dressing of Financial C…Hierarchical structure in financial markets (1999)Hierarchical structure in fin…A Review of Two Decades of Correlations, Hierarchies, Networks and Clustering in Financial Markets (2021)A Review of Two Decades of Co…Development of stock correlation networks using mutual information and financial big data (2018)Development of stock correlat…Can we have a general theory of financial innovation processes? A conceptual review (2018)Can we have a general theory …Multiscale correlation networks analysis of the US stock market: a wavelet analysis (2016)Multiscale correlation networ…Hierarchical Clustering Based Asset Allocation (2016)Hierarchical Clustering Based…Partial correlation analysis: applications for financial markets (2015)Partial correlation analysis:…Network structure of multivariate time series (2015)Network structure of multivar…Systemic risk and spatiotemporal dynamics of the US housing market (2014)Systemic risk and spatiotempo…Networks in financial markets based on the mutual information rate (2014)Networks in financial markets…Stock network stability in times of crisis (2013)Stock network stability in ti…Statistical Properties of the Foreign Exchange Network at Different Time Scales: Evidence from Detrended Cross-Correlation Coefficient and Minimum Spanning Tree (2013)Statistical Properties of the…Spread of risk across financial markets: better to invest in the peripheries (2013)Spread of risk across financi…Evolution of worldwide stock markets, correlation structure, and correlation-based graphs (2011)Evolution of worldwide stock …Correlation of financial markets in times of crisis (2011)Correlation of financial mark…Topology of the correlation networks among major currencies using hierarchical structure methods (2010)Topology of the correlation n…Topological properties of stock market networks: The case of Brazil (2010)Topological properties of sto…Portfolio Selection: Efficient Diversification of Investments (1959)Modern Portfolio Theory and Investment Analysis. (1982)Have Individual Stocks Become More Volatile? 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(1962)Risk, Return, and Equilibrium: Empirical Tests (1973)The arbitrage theory of capital asset pricing (1976)Industry costs of equity (1997)Theoretical and Empirical properties of Dynamic Conditional Correlation Multivariate GARCH (2001)International Stock Return Comovements (2005)High dimensional covariance matrix estimation using a factor model (2008)Fluctuations and response in financial markets: the subtle nature of ‘random’ price changes (2004)Institutional Investors and Stock Market Volatility (2006)Volatility Is Rough (2018)Random matrix approach to cross correlations in financial data (2002)DCCA cross-correlation coefficient: Quantifying level of cross-correlation (2010)Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies (2017)
this work references cited by second hop

References

  • 1999Hierarchical structure in financial markets2,073 cited
  • 2003Improved estimation of the covariance matrix of stock returns with an application to portfolio selection1,634 cited
  • 1999Noise Dressing of Financial Correlation Matrices1,244 cited
  • 1999Universal and Nonuniversal Properties of Cross Correlations in Financial Time Series1,017 cited
  • 2005A tool for filtering information in complex systems902 cited
  • 2003Theory of Financial Risk and Derivative Pricing879 cited
  • 2003Dynamics of market correlations: Taxonomy and portfolio analysis767 cited
  • 2003Topology of correlation-based minimal spanning trees in real and model markets453 cited
  • 2007Cluster analysis for portfolio optimization284 cited

Cited by

  • 2011Correlation of financial markets in times of crisis285 cited
  • 2015Network structure of multivariate time series253 cited
  • 2011Evolution of worldwide stock markets, correlation structure, and correlation-based graphs242 cited
  • 2013Spread of risk across financial markets: better to invest in the peripheries210 cited
  • 2015Partial correlation analysis: applications for financial markets190 cited
  • 2010Topological properties of stock market networks: The case of Brazil

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157 cited
  • 2014Networks in financial markets based on the mutual information rate150 cited
  • 2021A Review of Two Decades of Correlations, Hierarchies, Networks and Clustering in Financial Markets139 cited
  • 2016Hierarchical Clustering Based Asset Allocation128 cited
  • 2013Stock network stability in times of crisis105 cited
  • 2010Topology of the correlation networks among major currencies using hierarchical structure methods102 cited
  • 2014Systemic risk and spatiotemporal dynamics of the US housing market98 cited
  • 2013Statistical Properties of the Foreign Exchange Network at Different Time Scales: Evidence from Detrended Cross-Correlation Coefficient and Minimum Spanning Tree92 cited
  • 2018Development of stock correlation networks using mutual information and financial big data91 cited
  • 2016Multiscale correlation networks analysis of the US stock market: a wavelet analysis90 cited
  • 2018Can we have a general theory of financial innovation processes? A conceptual review89 cited