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On the Statistical GARCH Model for Managing the Risk by Employing a Fat-Tailed Distribution in Finance
16 references·0 citing·32 second hop
On the Statistical GARCH Model for Managing the Risk by Employing a Fat-Tailed Distribution in Finance (2020)On the Statistical GARCH Model for Managi…Modelling asymmetric market volatility with univariate GARCH models: Evidence from Nasdaq-100 (2020)Modelling asymmetric market v…Calculating CVaR and bPOE for common probability distributions with application to portfolio optimization and density estimation (2019)Calculating CVaR and bPOE for…Stock return prediction under GARCH — An empirical assessment (2017)Stock return prediction under…Backtesting Expected Shortfall (2014)Backtesting Expected ShortfallEstimating risk of foreign exchange portfolio: Using VaR and CVaR based on GARCH–EVT-Copula model (2010)Estimating risk of foreign ex…Value-at-Risk vs. Conditional Value-at-Risk in Risk Management and Optimization (2008)Value-at-Risk vs. Conditional…An Application of Extreme Value Theory for Measuring Financial Risk (2006)An Application of Extreme Val…Testing Density Forecasts, With Applications to Risk Management (2001)Testing Density Forecasts, Wi…Credit Risk Assessment Using Statistical and Machine Learning: Basic Methodology and Risk Modeling Applications (2000)Credit Risk Assessment Using …Evaluating Interval Forecasts (1998)Evaluating Interval ForecastsOn the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks (1993)On the Relation between the E…Conditional Heteroskedasticity in Asset Returns: A New Approach (1991)Conditional Heteroskedasticit…Generalized autoregressive conditional heteroskedasticity (1986)Generalized autoregressive co…Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation (1982)Autoregressive Conditional He…Safety First and the Holding of Assets (1952)Safety First and the Holding …PORTFOLIO SELECTION* (1952)PORTFOLIO SELECTION*Comparing Predictive Accuracy (1994)Answering the Skeptics: Yes, Standard Volatility Models do Provide Accurate Forecasts (1998)Strictly Proper Scoring Rules, Prediction, and Estimation (2007)CoVaR (2016)Expectation in Economics (1949)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)Optimal Versus Naive Diversification: How Inefficient is the 1/ N Portfolio Strategy? 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References

  • 1986Generalized autoregressive conditional heteroskedasticity23,378 cited
  • 1982Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation21,185 cited
  • 1952PORTFOLIO SELECTION*18,429 cited
  • 1991Conditional Heteroskedasticity in Asset Returns: A New Approach10,394 cited
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  • 1998Evaluating Interval Forecasts2,689 cited
  • 1952Safety First and the Holding of Assets2,555 cited
  • 2001Testing Density Forecasts, With Applications to Risk Management859 cited
  • 2006An Application of Extreme Value Theory for Measuring Financial Risk438 cited
  • 2008Value-at-Risk vs. Conditional Value-at-Risk in Risk Management and Optimization430 cited
  • 2000Credit Risk Assessment Using Statistical and Machine Learning: Basic Methodology and Risk Modeling Applications257 cited
  • 2014Backtesting Expected Shortfall154 cited
  • 2017Stock return prediction under GARCH — An empirical assessment78 cited
  • 2019Calculating CVaR and bPOE for common probability distributions with application to portfolio optimization and density estimation75 cited
  • 2010

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Estimating risk of foreign exchange portfolio: Using VaR and CVaR based on GARCH–EVT-Copula model
67 cited
  • 2020Modelling asymmetric market volatility with univariate GARCH models: Evidence from Nasdaq-10064 cited
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