Article ID Journal Published Year Pages File Type
1154879 Statistics & Probability Letters 2012 8 Pages PDF
Abstract

A class of asymmetric GARCH models is proposed by combining threshold effect and bilinear structure. The class is referred to as threshold-bilinear GARCH processes. A simulation study demonstrates that the class exhibits diverse asymmetries in volatilities, accommodating existing asymmetric models. Stationarity and existence of moments are discussed. Applications to Korean stock prices are illustrated.

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Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
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