Research on cointegration for vector fractional integration time series
Guangxi Cao
Abstract
Guangxi Cao
Abstract
Some properties of cointegration for vector fractional integration time series were presented,and a necessary condition for the linear cointegration was given.Then,the concept of integer-order generalized cointegration was extended to that of fraction-order.Based on the definition of generalized fractional cointegration,a sufficient condition for the existence of nonlinear cointegration for vector fractional integration time series was obtained,and a specific nonlinear function form was derived.Combining with R/S analysis,a practical algorithm for judgment of the nonlinear cointegration was worked out.
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Some properties of cointegration for vector fractional integration time series were presented,and a necessary condition for the linear cointegration was given.Then,the concept of integer-order generalized cointegration was extended to that of fraction-order.Based on the definition of generalized fractional cointegration,a sufficient condition for the existence of nonlinear cointegration for vector fractional integration time series was obtained,and a specific nonlinear function form was derived.Combining with R/S analysis,a practical algorithm for judgment of the nonlinear cointegration was worked out.
Key concepts: Cointegration, Series (stratigraphy), Nonlinear system, Order of integration (calculus), Mathematics, Integer (computer science), Order (exchange), Applied mathematics