ECM algorithm for estimating vector ARMA model with variance gamma distribution and possible unbounded density
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Publication:6075127
DOI10.1111/anzs.12340zbMath1521.62198OpenAlexW3210792111MaRDI QIDQ6075127
Thanakorn Nitithumbundit, Jennifer So-Kuen Chan
Publication date: 20 October 2023
Published in: Australian & New Zealand Journal of Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1111/anzs.12340
Estimation in multivariate analysis (62H12) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Applications of statistics to actuarial sciences and financial mathematics (62P05) Point estimation (62F10)
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- Model selection and Akaike's information criterion (AIC): The general theory and its analytical extensions
- Statistical properties of the generalized inverse Gaussian distribution
- Asymptotic behavior of statistical estimates of the shift parameter for samples with unbounded density
- ML estimation of the multivariate \(t\) distribution and the EM algorithm
- Location and scale mixtures of Gaussians with flexible tail behaviour: properties, inference and application to multivariate clustering
- ECM algorithm for auto-regressive multivariate skewed variance gamma model with unbounded density
- Maximizing leave-one-out likelihood for the location parameter of unbounded densities
- Tailweight, quantiles and kurtosis: A study of competing distributions
- Maximum likelihood estimation via the ECM algorithm: A general framework
- A property of the generalized inverse Gaussian distribution with some applications
- On Uniqueness of Moving Average Representations of Heavy‐tailed Stationary Processes
- Maximum Likelihood Estimation of VARMA Models Using a State-Space EM Algorithm
- The EM Algorithm and Extensions, 2E
- Likelihood Function of Stationary Multiple Autoregressive Moving Average Models
- Normal Variance-Mean Mixtures and z Distributions
- MAXIMUM LIKELIHOOD ESTIMATORS IN THE MULTIVARIATE AUTOREGRESSIVE MOVING-AVERAGE MODEL FROM A GENERALIZED LEAST SQUARES VIEWPOINT
- Inference and missing data
- Maximum Likelihood Estimation for Probit-Linear Mixed Models with Correlated Random Effects
- Empirical properties of asset returns: stylized facts and statistical issues
- Bivariate asymmetric GARCH models with heavy tails and dynamic conditional correlations
- On the likelihood function of small time variance Gamma Lévy processes
- Absolute Moments of Generalized Hyperbolic Distributions and Approximate Scaling of Normal Inverse Gaussian Lévy Processes
- Estimation of the Location of the Cusp of a Continuous Density
- Analysis of Financial Time Series
- An Efficient Method of Estimating Seemingly Unrelated Regressions and Tests for Aggregation Bias
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