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NONLINEAR TRANSFORMATIONS OF INTEGRATED TIME SERIES

机译:NONLINEAR TRANSFORMATIONS OF INTEGRATED TIME SERIES

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Abstract.In this paper we consider the effects of nonlinear transformations on integrated processes and unit root tests performed on such series. A test that is invariant to monotone data transformations is proposed. It is shown that series are generally not cointegrated with nonlinear transformations of themselves, but the same transformation applied to a pair of cointegrated series can result in cointegration between the transformed series.

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