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Deviance Information Criterion for Comparing Stochastic Volatility Models
Language: en
Pages: 40
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Type: BOOK - Published: 2013 - Publisher:

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Bayesian methods have been efficient in estimating parameters of stochastic volatility models for analyzing financial time series. Recent advances made it possi
Issues in Comparing Stochastic Volatility Models Using the Deviance Information Criterion
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Deviance Information Criterion as a Model Comparison Criterion for Stochastic Volatility Models
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Bayesian Analysis of Moving Average Stochastic Volatility Models
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We propose a moving average stochastic volatility in mean model and a moving average stochastic volatility model with leverage. For parameter estimation, we dev
Stochastic Volatility and Realized Stochastic Volatility Models
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Type: BOOK - Published: 2023-04-18 - Publisher: Springer Nature

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This treatise delves into the latest advancements in stochastic volatility models, highlighting the utilization of Markov chain Monte Carlo simulations for esti