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A Network Analysis of the Volatility of High Dimensional Financial Series
16 references·7 citing·40 second hop
A Network Analysis of the Volatility of High Dimensional Financial Series (2016)A Network Analysis of the Volatility of H…CoVaR (2016)CoVaROn the network topology of variance decompositions: Measuring the connectedness of financial firms (2014)On the network topology of va…The Network Origins of Aggregate Fluctuations (2012)The Network Origins of Aggreg…Econometric measures of connectedness and systemic risk in the finance and insurance sectors (2012)Econometric measures of conne…The political blogosphere and the 2004 U.S. election (2005)The political blogosphere and…Modeling and Forecasting Realized Volatility (2003)Modeling and Forecasting Real…Forecasting Using Principal Components From a Large Number of Predictors (2002)Forecasting Using Principal C…Determining the Number of Factors in Approximate Factor Models (2002)Determining the Number of Fac…The Generalized Dynamic-Factor Model: Identification and Estimation (2000)The Generalized Dynamic-Facto…Impulse response analysis in nonlinear multivariate models (1996)Impulse response analysis in …Common risk factors in the returns on stocks and bonds (1993)Common risk factors in the re…Power and Centrality: A Family of Measures (1987)Power and Centrality: A Famil…The Extreme Value Method for Estimating the Variance of the Rate of Return (1980)The Extreme Value Method for …Macroeconomics and Reality (1980)Macroeconomics and RealityThe arbitrage theory of capital asset pricing (1976)The arbitrage theory of capit…Multivariate GARCH models: a surveyMultivariate GARCH models: a …Network log-ARCH models for forecasting stock market volatility (2024)Network log-ARCH models for f…Measurement and contagion modelling of systemic risk in China's financial sectors: Evidence for functional data analysis and complex network (2023)Measurement and contagion mod…Network VAR Models to Measure Financial Contagion (2020)Network VAR Models to Measure…Generalized dynamic factor models and volatilities: Consistency, rates, and prediction intervals (2020)Generalized dynamic factor mo…Estimating Network Connectedness of Financial Markets and Commodities (2020)Estimating Network Connectedn…Analyzing credit risk transmission to the nonfinancial sector in Europe: A network approach (2019)Analyzing credit risk transmi…Generalized dynamic factor models and volatilities: estimation and forecasting (2017)Generalized dynamic factor mo…Tests for Unit Roots: A Monte Carlo Investigation (1989)Forecasting inflation (1999)Inferential Theory for Factor Models of Large Dimensions (2003)A PANIC Attack on Unit Roots and Cointegration (2004)Panel Data Models With Interactive Fixed Effects (2009)Stochastic Simulation (1987)The Dynamic Effects of Aggregate Demand and Supply Disturbances (1988)CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK* (1964)Risk, Return, and Equilibrium: Empirical Tests (1973)The Cross-Section of Expected Stock Returns (1992)On Persistence in Mutual Fund Performance (1997)Illiquidity and stock returns: cross-section and time-series effects (2002)A five-factor asset pricing model (2014)The Valuation of Risk Assets and the Selection of Risky Investments in Stock Portfolios and Capital Budgets (1965)THE VALUATION OF RISK ASSETS AND THE SELECTION OF RISKY INVESTMENTS IN STOCK PORTFOLIOS AND CAPITAL BUDGETS**This paper is another in a series of interrelated theoretical and statistical studies of corporate financial and investment policies being made under grants from the Rockefeller Foundation, and more recently the Ford Foundation, to the Harvard Business School. The generous support for this work is most gratefully acknowledged. The author is also much indebted to his colleagues Professors Bishop, Christenson, Kahr, Raiffa, and (especially) Schlaifer, for extensive discussion and commentary on an earlier draft of this paper; but responsibility for any errors or imperfections remains strictly his own.[Professor Sharpe's paper, “Capital Asset Prices: A Theory of Market Equilibrium Under Conditions of Risk” (Journal of Finance, September 1964) appeared after this paper was in final form and on its way to the printers. My first section, which parallels the first half of his paper (with corresponding conclusions), sets the algebraic framework for sections II, III and VI, (which have no counterpart in his paper) and for section IV on the equilibrium prices of risk assets, concerning which our results differ significantly for reasons which will be explored elsewhere. Sharpe does not take up the capital budgeting problem developed in section V below.] (1975)Financial Intermediation and Delegated Monitoring (1984)Pitfalls in Financial Model-Building (1968)Conditional logit analysis of qualitative choice behavior (1972)"Rational" Expectations, the Optimal Monetary Instrument, and the Optimal Money Supply Rule (1975)Time to Build and Aggregate Fluctuations (1982)Postwar U.S. Business Cycles: An Empirical Investigation (1997)Macroeconomic Forecasting Using Diffusion Indexes (2002)Measuring Uncertainty (2015)Some effects of certain communication patterns on group performance. (1951)Networks as the Pipes and Prisms of the Market (2001)Structural vs. relational embeddedness: social capital and managerial performance (2005)On Network Theory (2011)Generalized impulse response analysis in linear multivariate models (1998)Better to give than to receive: Predictive directional measurement of volatility spillovers (2011)SRISK: A conditional capital shortfall measure of systemic risk (2017)Measuring the Frequency Dynamics of Financial Connectedness and Systemic Risk* (2018)Refined Measures of Dynamic Connectedness based on Time-Varying Parameter Vector Autoregressions (2020)Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation (1982)Generalized autoregressive conditional heteroskedasticity (1986)Coherent Measures of Risk (1999)The Cross‐Section of Volatility and Expected Returns (2006)A Simple Approximate Long-Memory Model of Realized Volatility (2008)Predicting Elections with Twitter: What 140 Characters Reveal about Political Sentiment (2010)Media and Political Polarization (2013)Tweeting From Left to Right (2015)
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References

  • 1993Common risk factors in the returns on stocks and bonds26,615 cited
  • 1980Macroeconomics and Reality12,826 cited
  • 1976The arbitrage theory of capital asset pricing7,081 cited
  • 1987Power and Centrality: A Family of Measures5,196 cited
  • 1996Impulse response analysis in nonlinear multivariate models5,071 cited
  • 2014On the network topology of variance decompositions: Measuring the connectedness of financial firms4,694 cited
  • 2002Determining the Number of Factors in Approximate Factor Models4,110 cited
  • 2003Modeling and Forecasting Realized Volatility3,887 cited
  • 2002Forecasting Using Principal Components From a Large Number of Predictors2,990 cited
  • 2005The political blogosphere and the 2004 U.S. election2,611 cited
  • 2012Econometric measures of connectedness and systemic risk in the finance and insurance sectors2,527 cited
  • 2016CoVaR2,395 cited
  • 2012The Network Origins of Aggregate Fluctuations2,310 cited
  • n.d.Multivariate GARCH models: a survey2,055 cited
  • 1980The Extreme Value Method for Estimating the Variance of the Rate of Return1,946 cited
  • 2000

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The Generalized Dynamic-Factor Model: Identification and Estimation
1,709 cited

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  • 2020Estimating Network Connectedness of Financial Markets and Commodities26 cited
  • 2023Measurement and contagion modelling of systemic risk in China's financial sectors: Evidence for functional data analysis and complex network26 cited