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A Stochastic Volatility Model with Fat Tails, Skewness and Leverage Effects
Language: en
Pages: 24
Authors: Daniel R. Smith
Categories:
Type: BOOK - Published: 2007 - Publisher:

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We develop a new stochastic volatility model that captures the three most important features of stock index returns: negative correlation between returns and fu
Bayesian Analysis of a Stochastic Volatility Model with Leverage Effect and Fat Tails
Language: en
Pages: 31
Authors: Eric Jacquier
Categories:
Type: BOOK - Published: 2001 - Publisher:

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The basic univariate stochastic volatility model specifies that conditional volatility follows a log-normal auto-regressive model with innovations assumed to be
Stochastic Volatility and Realized Stochastic Volatility Models
Language: en
Pages: 0
Authors: Makoto Takahashi
Categories: Business & Economics
Type: BOOK - Published: 2023-05-22 - Publisher: Springer

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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
Regime Switching Stochastic Volatility with Skew, Fat Tails and Leverage Using Returns and Realized Volatility Contemporaneously
Language: en
Pages: 70
EGARCH and Stochastic Volatility
Language: en
Pages: 28
Authors: Jouchi Nakajima
Categories: Stochastic processes
Type: BOOK - Published: 2008 - Publisher:

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"This paper proposes the EGARCH [Exponential Generalized Autoregressive Conditional Heteroskedasticity] model with jumps and heavy-tailed errors, and studies th