Estimation and inference in univariate and multivariate log-GARCH-X models when the conditional density is unknown
From MaRDI portal
Publication:1659146
DOI10.1016/j.csda.2015.12.005zbMath1466.62199OpenAlexW1921705024MaRDI QIDQ1659146
Steffen Grønneberg, Alvaro Escribano, Genaro Sucarrat
Publication date: 15 August 2018
Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)
Full work available at URL: http://hdl.handle.net/10016/25169
Computational methods for problems pertaining to statistics (62-08) Applications of statistics to actuarial sciences and financial mathematics (62P05) Statistical methods; risk measures (91G70)
Related Items (7)
Inference and model selection in general causal time series with exogenous covariates ⋮ An equation-by-equation estimator of a multivariate log-GARCH-X model of financial returns ⋮ Testing for local covariate trend effects in volatility models ⋮ Goodness-of-fit tests for Log-GARCH and EGARCH models ⋮ On partial-sum processes of ARMAX residuals ⋮ Estimation of multivariate asymmetric power GARCH models ⋮ STATISTICAL INFERENCE FOR MEASUREMENT EQUATION SELECTION IN THE LOG-REALGARCH MODEL
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Matrix exponential GARCH
- Asymptotic normality of the quasi-maximum likelihood estimator for multidimensional causal processes
- Quasi-maximum-likelihood estimation in conditionally heteroscedastic time series: a stochastic recurrence equations approach
- Time series: theory and methods.
- A note on the residual empirical process in autoregressive models
- GARCH processes: structure and estimation
- Maximum likelihood estimation of pure GARCH and ARMA-GARCH processes
- Asymptotic theory for multivariate GARCH processes.
- An equation-by-equation estimator of a multivariate log-GARCH-X model of financial returns
- GARCH models without positivity constraints: exponential or log GARCH?
- Continuous Invertibility and Stable QML Estimation of the EGARCH(1,1) Model
- Dynamic Models for Volatility and Heavy Tails
- Conditional Heteroskedasticity in Asset Returns: A New Approach
- Smearing Estimate: A Nonparametric Retransformation Method
- REGRESSION ASYMPTOTICS USING MARTINGALE CONVERGENCE METHODS
- ASYMPTOTIC THEORY FOR A FACTOR GARCH MODEL
- Modelling the persistence of conditional variances
- Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation
- ASYMPTOTIC THEORY FOR A VECTOR ARMA-GARCH MODEL
- On regression-based tests for persistence in logarithmic volatility models
- Periodic Seasonal Reg-ARFIMA–GARCH Models for Daily Electricity Spot Prices
- High Moment Partial Sum Processes of Residuals in ARMA Models and their Applications
- Linear‐representation Based Estimation of Stochastic Volatility Models
This page was built for publication: Estimation and inference in univariate and multivariate log-GARCH-X models when the conditional density is unknown