Log Periodogram Regression: The Nonstationary Case

Abstract

Estimation of the memory parameter (d) is considered for models of nonstationary fractionally integrated time series with d > (1/2). It is shown that the log periodogram regression estimator of d is inconsistent when 1 1, the estimator is shown to converge in probability to unity.