Estimation of time-varying autoregressive stochastic volatility models with stable innovations
DOI10.1007/s11222-021-09995-5zbMath1476.62017OpenAlexW3153657063MaRDI QIDQ2058757
Sebastian Uhl, Gernot J. Müller
Publication date: 9 December 2021
Published in: Statistics and Computing (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s11222-021-09995-5
stochastic volatilityfinite mixture modelGibbs samplingtime-varying coefficientsstable distributionelectricity spot prices
Computational methods for problems pertaining to statistics (62-08) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Applications of statistics to actuarial sciences and financial mathematics (62P05)
Cites Work
- Unnamed Item
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- Indirect estimation of \(\alpha \)-stable stochastic volatility models
- Time series: theory and methods.
- Statistical methods in finance
- Estimating the spectral measure of a multivariate stable distribution via spherical harmonic analysis.
- Estimating GARCH-type models with symmetric stable innovations: indirect inference versus maximum likelihood
- Filtering and estimation for a class of stochastic volatility models with intractable likelihoods
- Likelihood-free Bayesian inference for \(\alpha\)-stable models
- Cross-Commodity Spot Price Modeling with Stochastic Volatility and Leverage For Energy Markets
- Electricity spot price modelling with a view towards extreme spike risk
- Auxiliary Likelihood-Based Approximate Bayesian Computation in State Space Models
- Handbook of Markov Chain Monte Carlo
- Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation
- On a measure of lack of fit in time series models
- Stochastic Volatility: Likelihood Inference and Comparison with ARCH Models
- Partial non-Gaussian state space
- MODELING STOCHASTIC VOLATILITY: A REVIEW AND COMPARATIVE STUDY
- Time Varying Structural Vector Autoregressions and Monetary Policy: A Corrigendum
- The simulation smoother for time series models
- Estimation of stable CARMA models with an application to electricity spot prices
- Time Varying Structural Vector Autoregressions and Monetary Policy
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