Generalized autoregressive moving average models with GARCH errors
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Publication:5030955
DOI10.1111/jtsa.12602zbMath1493.62543arXiv2105.05532OpenAlexW3162542418MaRDI QIDQ5030955
Tingguo Zheng, Rong Chen, Han Xiao
Publication date: 18 February 2022
Published in: Journal of Time Series Analysis (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2105.05532
stock returnsrealized volatilitynon-negative time seriesgeneralized ARMA modelGARMA-GARCH modelproportional time series
Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Economic time series analysis (91B84)
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Cites Work
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- A multiple indicators model for volatility using intra-daily data
- Self-weighted and local quasi-maximum likelihood estimators for ARMA-GARCH/IGARCH models
- Beta autoregressive moving average models
- Generalized ARMA models with martingale difference errors
- Estimating stochastic volatility models using daily returns and realized volatility simultaneously
- GARCH processes: structure and estimation
- Maximum likelihood estimation of pure GARCH and ARMA-GARCH processes
- Generalized autoregressive conditional heteroscedasticity
- Bayesian estimation of generalized hyperbolic skewed student GARCH models
- Modelling heavy-tailedness in count time series
- Observation-driven models for Poisson counts
- Strict Stationarity Testing and Estimation of Explosive and Stationary Generalized Autoregressive Conditional Heteroscedasticity Models
- Poisson Autoregression
- Temporal Aggregation of Garch Processes
- Conditional Heteroskedasticity in Asset Returns: A New Approach
- DIAGNOSTIC CHECKING ARMA TIME SERIES MODELS USING SQUARED-RESIDUAL AUTOCORRELATIONS
- Consistent Estimates of Autoregressive Parameters and Extended Sample Autocorrelation Function for Stationary and Nonstationary ARMA Models
- A negative binomial model for time series of counts
- Integer-Valued GARCH Process
- The Volatility of Realized Volatility
- Markov Chains and Stochastic Stability
- QUASI-MAXIMUM LIKELIHOOD ESTIMATION OF SEMI-STRONG GARCH MODELS
- Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation
- On a measure of lack of fit in time series models
- Numerical Optimization
- Generalized Autoregressive Moving Average Models
- Autoregressive Conditional Duration: A New Model for Irregularly Spaced Transaction Data
- Econometric Analysis of Realized Volatility and its Use in Estimating Stochastic Volatility Models
- A Test for Normality of Observations and Regression Residuals
- Consistency and Asymptotic Normality of the Quasi-Maximum Likelihood Estimator in IGARCH(1,1) and Covariance Stationary GARCH(1,1) Models
- Interventions in INGARCH processes
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