BAYESIAN STOCHASTIC VOLATILITY MODELS: AUXILIARY VARIABLE METHODS FOR STOCHASTIC VOLATILITY AND OTHER TIMEVARYING VOLATILITY MO,Used

BAYESIAN STOCHASTIC VOLATILITY MODELS: AUXILIARY VARIABLE METHODS FOR STOCHASTIC VOLATILITY AND OTHER TIMEVARYING VOLATILITY MO,Used

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The phenomenon of changing variance and covariance is often encountered in financial time series. As a result, during the last years researchers focused on the timevarying volatility models. These models are able to describe the main characteristics of the financial data such as the volatility clustering. In addition, the development of the Markov Chain Monte Carlo Techniques (MCMC) provides a powerful tool for the estimation of the parameters of the timevarying volatility models, in the context of Bayesian analysis. In this thesis, we adopt the Bayesian inference and we propose easytoapply MCMC algorithms for a variety of timevarying volatility models. We use a recent development in the context of the MCMC techniques, the Auxiliary variable sampler. This technique enables us to construct MCMC algorithms, which only consist of Gibbs steps. We propose new MCMC algorithms for many univariate and multivariate models. Furthermore, we apply the proposed MCMC algorithms to real data and compare the above models based on their predictive distribution

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Shipping & Returns

Shipping
We ship your order within 2–3 business days for USA deliveries and 5–8 business days for international shipments. Once your package has been dispatched from our warehouse, you'll receive an email confirmation with a tracking number, allowing you to track the status of your delivery.

Returns
To facilitate a smooth return process, a Return Authorization (RA) Number is required for all returns. Returns without a valid RA number will be declined and may incur additional fees. You can request an RA number within 15 days of the original delivery date. For more details, please refer to our Return & Refund Policy page.

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Warranty

We provide a 2-year limited warranty, from the date of purchase for all our products.

If you believe you have received a defective product, or are experiencing any problems with your product, please contact us.

This warranty strictly does not cover damages that arose from negligence, misuse, wear and tear, or not in accordance with product instructions (dropping the product, etc.).

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