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On the Power of R/S-Type Tests under Contiguous and Semi-Long Memory Alternatives
Authors:Liudas Giraitis  Piotr Kokoszka  Remigijus Leipus  Gilles Teyssière
Abstract:The paper deals with the power and robustness of the R/S type tests under ldquocontiguousrdquo alternatives. We briefly review some long memory models in levels and volatility, and describe the R/S-type tests used to test for the presence of long memory. The empirical power of the tests is investigated when replacing the fractional difference operator (1–L) d by the operator (1–rL) d , with r<1 close to 1, in the FARIMA, LARCH and ARCH time series models. We also investigate the Gegenbauer process with a pole of the spectral density at frequency close to zero.
Keywords:long memory  Gegenbauer process  ARCH processes  linear ARCH  semi-long memory  modified R/S statistic  KPSS statistic  V/S statistic
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