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Estimating Stochastic Volatility and Jumps Using High-Frequency Data and Bayesian Methods
Language: en
Pages: 25
Authors: Milan Fičura
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Type: BOOK - Published: 2015 - Publisher:

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We are comparing two approaches for stochastic volatility and jumps estimation in the EUR/USD time series - the non-parametric power-variation approach using hi
Stochastic Volatility Models with Jumps and High Frequency Data
Language: en
Pages: 163
Authors: Jonas Kau
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Type: BOOK - Published: 2009 - Publisher:

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Bayesian Modeling and Forecasting of 24-Hour High-Frequency Volatility
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Authors: Jonathan R. Stroud
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Type: BOOK - Published: 2014 - Publisher:

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This paper estimates models of high frequency index futures returns using 'around the clock' 5-minute returns that incorporate the following key features: multi
Complex Systems in Finance and Econometrics
Language: en
Pages: 919
Authors: Robert A. Meyers
Categories: Business & Economics
Type: BOOK - Published: 2010-11-03 - Publisher: Springer Science & Business Media

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Finance, Econometrics and System Dynamics presents an overview of the concepts and tools for analyzing complex systems in a wide range of fields. The text integ
Identifying Price Jumps from Daily Data with Bayesian Vs. Non-Parametric Methods
Language: en
Pages: 30
Authors: Milan Fičura
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Type: BOOK - Published: 2017 - Publisher:

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Non-parametric approach to financial time series jump estimation, using the L-Estimator, is compared with the parametric approach utilizing a Stochastic-Volatil