This paper extends the classical local Whittle estimation procedure of the memory parameter to fractionally-integrated I(d) processes for d∈(-3/2,∞), covering stationary and nonstationary regions. We introduce the concepts of fully-extended discrete Fourier transform and periodogram. We...