On the integer-valued GARCH process

来源 :IMS-China International Conference on Statistics and Probabi | 被引量 : 0次 | 上传用户:yiyingyan
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  Today, more and more researchers pay their attention to the trade volumes of the stocks.However, all trade volumes are integers.Hence, original GARCH based on continuous assumption can not satisfy the requirement.On the other hand,GARCH can not capture the asymmetry and burst of the trade.In this paper, an integer valued mixture GARCH (IMGARCH) model is introduced.The estimation method is also discussed.Some real examples show that IMGARCH model is useful.
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