Robust estimates for GARCH models
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Publication:935425
DOI10.1016/j.jspi.2007.11.003zbMath1140.62068OpenAlexW2032562109MaRDI QIDQ935425
Publication date: 6 August 2008
Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jspi.2007.11.003
Asymptotic properties of parametric estimators (62F12) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Robustness and adaptive procedures (parametric inference) (62F35) Monte Carlo methods (65C05)
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Cites Work
- Unnamed Item
- Unnamed Item
- High breakdown-point and high efficiency robust estimates for regression
- Quasi-maximum-likelihood estimation in conditionally heteroscedastic time series: a stochastic recurrence equations approach
- Robust estimates for GARCH models
- ARCH modeling in finance. A review of the theory and empirical evidence
- Stationarity of GARCH processes and of some nonnegative time series
- GARCH processes: structure and estimation
- Maximum likelihood estimation of pure GARCH and ARMA-GARCH processes
- Generalized autoregressive conditional heteroscedasticity
- Robust regression: Asymptotics, conjectures and Monte Carlo
- Assessing the bias of maximum likelihood estimates of contaminated garch models
- Least absolute deviations estimation for ARCH and GARCH models
- Conditional Heteroskedasticity in Asset Returns: A New Approach
- Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation
- Stochastic Limit Theory
- Robust estimates for arch processes
- High Breakdown Point Conditional Dispersion Estimation with Application to S & P 500 Daily Returns Volatility
- Inference in Arch and Garch Models with Heavy-Tailed Errors
- Robust estimation for linear regression with asymmetric errors
- Robust Estimation of a Location Parameter
- Robust Statistics
- Robust inference with GMM estimators
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