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Estimating GARCH models: when to use what?
13 references·3 citing·36 second hop
Estimating GARCH models: when to use what? (2008)Estimating GARCH models: when to use what?Stable limits of martingale transforms with application to the estimation of GARCH parameters (2006)Stable limits of martingale t…Quasi-maximum-likelihood estimation in conditionally heteroscedastic time series: A stochastic recurrence equations approach (2006)Quasi-maximum-likelihood esti…Estimation in Conditionally Heteroscedastic Time Series Models (2005)Estimation in Conditionally H…Estimation in Conditionally Herteroscedastic Time Series Models (2004)Estimation in Conditionally H…Lp-estimators in ARCH models (2003)Lp-estimators in ARCH modelsLeast absolute deviations estimation for ARCH and GARCH models (2003)Least absolute deviations est…Inference in Arch and Garch Models with Heavy-Tailed Errors (2003)Inference in Arch and Garch M…GARCH processes: structure and estimation (2003)GARCH processes: structure an…WHITTLE ESTIMATION OF ARCH MODELS (2001)WHITTLE ESTIMATION OF ARCH MO…STATIONARY ARCH MODELS: DEPENDENCE STRUCTURE AND CENTRAL LIMIT THEOREM (2000)STATIONARY ARCH MODELS: DEPEN…Consistency and Asymptotic Normality of the Quasi-Maximum Likelihood Estimator in IGARCH(1,1) and Covariance Stationary GARCH(1,1) Models (1996)Consistency and Asymptotic No…Asymptotic Theory for the Garch(1,1) Quasi-Maximum Likelihood Estimator (1994)Asymptotic Theory for the Gar…Asymptotic Theory for ARCH Models: Estimation and Testing (1986)Asymptotic Theory for ARCH Mo…Volatility predictability in crude oil futures: Evidence based on OVX, GARCH and stochastic volatility models (2023)Volatility predictability in …Exchange rate volatility and pass‐through to inflation in South Africa (2020)Exchange rate volatility and …Confidence intervals for ARMA–GARCH Value-at-Risk: The case of heavy tails and skewness (2014)Confidence intervals for ARMA…Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation (1982)Generalized autoregressive conditional heteroskedasticity (1986)Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation (1995)Modelling Nonlinear Economic Time Series (2010)ARCH modeling in finance (1992)Quadratic ARCH Models (1995)Maximum likelihood estimation of pure GARCH and ARMA-GARCH processes (2004)A multiple indicators model for volatility using intra-daily data (2005)The Behavior of Stock-Market Prices (1965)AUTOMATED INFERENCE AND LEARNING IN MODELING FINANCIAL VOLATILITY (2005)Break detection in the covariance structure of multivariate time series models (2009)Break detection in the covariance structure of multivariate time series models (2009)Testing Against General Autoregressive and Moving Average Error Models when the Regressors Include Lagged Dependent Variables (1978)Intra-Day and Inter-Market Volatility in Foreign Exchange Rates (1991)Semiparametric ARCH Models (1991)A causality-in-variance test and its application to financial market prices (1996)Modelling of extremal events in insurance and finance (1994)Fractionally integrated generalized autoregressive conditional heteroskedasticity (1996)Long memory processes and fractional integration in econometrics (1996)Inequality Constraints in the Fractionally Integrated GARCH Model (2006)Statistical inference for time-varying ARCH processes (2006)An Introduction to Univariate GARCH Models (2009)Conditional Heteroskedasticity in Asset Returns: A New Approach (1991)A long memory property of stock market returns and a new model (1993)Risk, Uncertainty, and Expected Returns (2012)Exponential GARCH Modeling With Realized Measures of Volatility (2015)Quasi-maximum likelihood estimation and inference in dynamic models with time-varying covariances (1992)A test for volatility spillover with application to exchange rates (2001)Moment and Memory Properties of Linear Conditional Heteroscedasticity Models, and a New Model (2004)Self-weighted and local quasi-maximum likelihood estimators for ARMA-GARCH/IGARCH models (2006)Robust estimates for GARCH models (2007)Quasi-Maximum Likelihood Estimation of GARCH Models With Heavy-Tailed Likelihoods (2013)Strategic Long-Term Financial Risks: Single Risk Factors (2005)Quasi-maximum likelihood estimation in GARCH processes when some coefficients are equal to zero (2007)Merits and Drawbacks of Variance Targeting in GARCH Models (2011)Statistical Inference for Max-Stable Processes in Space and Time (2013)
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References

  • 1994Asymptotic Theory for the Garch(1,1) Quasi-Maximum Likelihood Estimator617 cited
  • 1986Asymptotic Theory for ARCH Models: Estimation and Testing520 cited
  • 2003GARCH processes: structure and estimation482 cited
  • 1996Consistency and Asymptotic Normality of the Quasi-Maximum Likelihood Estimator in IGARCH(1,1) and Covariance Stationary GARCH(1,1) Models458 cited
  • 2006Quasi-maximum-likelihood estimation in conditionally heteroscedastic time series: A stochastic recurrence equations approach395 cited
  • 2003Inference in Arch and Garch Models with Heavy-Tailed Errors362 cited
  • 2000STATIONARY ARCH MODELS: DEPENDENCE STRUCTURE AND CENTRAL LIMIT THEOREM253 cited
  • 2003Least absolute deviations estimation for ARCH and GARCH models179 cited
  • 2004Estimation in Conditionally Herteroscedastic Time Series Models117 cited
  • 2005Estimation in Conditionally Heteroscedastic Time Series Models100 cited
  • 2001WHITTLE ESTIMATION OF ARCH MODELS90 cited
  • 2006Stable limits of martingale transforms with application to the estimation of GARCH parameters63 cited
  • 2003Lp-estimators in ARCH models35 cited

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  • 2014Confidence intervals for ARMA–GARCH Value-at-Risk: The case of heavy tails and skewness33 cited

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  • 2023Volatility predictability in crude oil futures: Evidence based on OVX, GARCH and stochastic volatility models23 cited
  • 2020Exchange rate volatility and pass‐through to inflation in South Africa15 cited