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Chapter 9: Conditionally Gaussian Distributions and Stochastic Volatility Models for the Discrete-time Case

      https://doi.org/10.1142/9789814678599_0009Cited by:0 (Source: Crossref)
      Abstract:

      The following sections are included:

      • Deviation from the Gaussian Property of the Returns of the Prices

      • Martingale Approach to the Study of the Returns of the Prices

      • Conditionally Gaussian Models. I. Linear (AR, MA, ARMA) and Nonlinear (ARCH, GARCH) Models for Returns

      • Conditionally Gaussian Models. II. IG- and 𝔾IG-distributions for the Square of Stochastic Volatility and 𝔾H-distributions for Returns