Adaptive Heterogeneous Autoregressive Models of Realized Volatility Based on a Genetic Algorithm

The heterogeneous autoregressive (HAR) models of high-frequency realized volatility are inspired by the Heterogeneous Market Hypothesis and incorporate daily, weekly and monthly realized volatilities in the volatility dynamics with a (1,5,22) time horizon structure. We build on the HAR models and pr...

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Bibliographic Details
Main Authors: Hui Qu, Ping Ji
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Abstract and Applied Analysis
Online Access:http://dx.doi.org/10.1155/2014/943041