On the efficiency of a semi‐parametric GARCH model

DOI10.1111/j.1368-423X.2010.00337.xzbMath1217.91206MaRDI QIDQ3018505

Jianing Di, Ashis K. Gangopadhyay

Publication date: 27 July 2011

Published in: The Econometrics Journal (Search for Journal in Brave)

zbMATH Keywords

efficiencyGARCHkerneladaptive estimationsemi-parametric

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Statistical methods; risk measures (91G70)

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Cites Work

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• Semiparametric efficient adaptive estimation of asymmetric GARCH models
• Note on the consistency of the maximum likelihood estimate for nonidentifiable distributions
• On adaptive estimation
• Stationarity of GARCH processes and of some nonnegative time series
• Efficient estimation in semiparametric GARCH models
• The rate of consistency of the quasi-maximum likelihood estimator.
• Maximum likelihood estimation of pure GARCH and ARMA-GARCH processes
• Whittle estimation in a heavy-tailed GARCH(1,1) model.
• Efficiency comparisons of maximum-likelihood-based estimators in GARCH models
• Generalized autoregressive conditional heteroscedasticity
• Dependent central limit theorems and invariance principles
• The efficiency of the estimators of the parameters in GARCH processes.
• SEMIPARAMETRIC MULTIVARIATE VOLATILITY MODELS
• Conditional Heteroskedasticity in Asset Returns: A New Approach
• Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation
• Quasi-maximum likelihood estimation and inference in dynamic models with time-varying covariances
• Asymptotics for Semiparametric Econometric Models Via Stochastic Equicontinuity
• Asymptotic Bias for Quasi-Maximum-Likelihood Estimators in Conditional Heteroskedasticity Models
• A note on adaptation in garch models
• Pseudo‐likelihood estimation in ARCH models
• Inference in Arch and Garch Models with Heavy-Tailed Errors