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Factor State-Space Models for High-Dimensional Realized Covariance Matrices of Asset Returns
16 references·0 citing·33 second hop
Factor State-Space Models for High-Dimensional Realized Covariance Matrices of Asset Returns (2018)Factor State-Space Models for High-Dimens…A Simple Approximate Long-Memory Model of Realized Volatility (2008)A Simple Approximate Long-Mem…CAPM over the long run: 1926–2001 (2006)CAPM over the long run: 1926–…Analysis of high dimensional multivariate stochastic volatility models (2005)Analysis of high dimensional …Econometric Analysis of Realized Covariation: High Frequency Based Covariance, Regression, and Correlation in Financial Economics (2004)Econometric Analysis of Reali…Risk Reduction in Large Portfolios: Why Imposing the Wrong Constraints Helps (2003)Risk Reduction in Large Portf…Modeling and Forecasting Realized Volatility (2003)Modeling and Forecasting Real…Risk Reduction in Large Portfolios: Why Imposing the Wrong Constraints Helps (2002)Risk Reduction in Large Portf…Stochastic Volatility: Likelihood Inference and Comparison with ARCH Models (1998)Stochastic Volatility: Likeli…Evaluating Interval Forecasts (1998)Evaluating Interval ForecastsTechniques for Verifying the Accuracy of Risk Measurement Models (1995)Techniques for Verifying the …Common risk factors in the returns on stocks and bonds (1993)Common risk factors in the re…An Empirical Bayes Approach to Efficient Portfolio Selection (1986)An Empirical Bayes Approach t…The arbitrage theory of capital asset pricing (1976)The arbitrage theory of capit…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)THE VALUATION OF RISK ASSETS …The Valuation of Risk Assets and the Selection of Risky Investments in Stock Portfolios and Capital Budgets (1965)The Valuation of Risk Assets …CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK* (1964)CAPITAL ASSET PRICES: A THEOR…Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation (1982)Generalized autoregressive conditional heteroskedasticity (1986)Comparing Predictive Accuracy (1994)CAViaR (2004)CoVaR (2016)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)A Conditionally Heteroskedastic Time Series Model for Speculative Prices and Rates of Return (1987)Stochastic Simulation (1987)The Pricing of Options on Assets with Stochastic Volatilities (1987)Non-Gaussian Ornstein–Uhlenbeck-based Models and Some of Their Uses in Financial Economics (2001)Econometric Analysis of Realized Volatility and its Use in Estimating Stochastic Volatility Models (2002)Power and Bipower Variation with Stochastic Volatility and Jumps (2004)The Cost of Capital, Corporation Finance and the Theory of Investment (1958)Dividend Policy, Growth, and the Valuation of Shares (1961)The cost of capital, corporation finance and the theory of investment (2008)A long memory property of stock market returns and a new model (1993)Answering the Skeptics: Yes, Standard Volatility Models do Provide Accurate Forecasts (1998)Roughing It Up: Including Jump Components in the Measurement, Modeling, and Forecasting of Return Volatility (2007)Tails, Fears, and Risk Premia (2011)Quantile Connectedness: Modeling Tail Behavior in the Topology of Financial Networks (2022)Coherent Measures of Risk (1999)The Cross‐Section of Volatility and Expected Returns (2006)On the network topology of variance decompositions: Measuring the connectedness of financial firms (2014)Financial Intermediation and Delegated Monitoring (1984)The Pricing of Options and Corporate Liabilities (1973)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Global financial crisis, extreme interdependences, and contagion effects: The role of economic structure? 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References

  • 1993Common risk factors in the returns on stocks and bonds26,615 cited
  • 1964CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK*19,431 cited
  • 1965The Valuation of Risk Assets and the Selection of Risky Investments in Stock Portfolios and Capital Budgets7,600 cited
  • 1976The arbitrage theory of capital asset pricing7,081 cited
  • 1975THE 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.]6,743 cited
  • 2003Modeling and Forecasting Realized Volatility3,887 cited
  • 1998Evaluating Interval Forecasts2,689 cited
  • 2008A Simple Approximate Long-Memory Model of Realized Volatility2,526 cited
  • 1995Techniques for Verifying the Accuracy of Risk Measurement Models

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2,447 cited
  • 1998Stochastic Volatility: Likelihood Inference and Comparison with ARCH Models2,265 cited
  • 2003Risk Reduction in Large Portfolios: Why Imposing the Wrong Constraints Helps1,471 cited
  • 2004Econometric Analysis of Realized Covariation: High Frequency Based Covariance, Regression, and Correlation in Financial Economics907 cited
  • 2002Risk Reduction in Large Portfolios: Why Imposing the Wrong Constraints Helps535 cited
  • 2006CAPM over the long run: 1926–2001412 cited
  • 1986An Empirical Bayes Approach to Efficient Portfolio Selection390 cited
  • 2005Analysis of high dimensional multivariate stochastic volatility models345 cited
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