On the spectral density of the wavelet coefficients of long memory time series with application to the log-regression estimation of the memory parameter

Eric Moulines, François Roueff, Murad Taqqu

In the recent years, methods to estimate the memory parameter using wavelet analysis have gained popularity in many areas of science. Despite its widespread use, a rigorous semi-pa…