“Quantile Periodogram and Time-Dependent Variance. Priestley, Spectral Analysis and Time Series, 2 vol, 1981 R. Unlike classification and regression, time series data also adds a time dimension which imposes an ordering of observations. The conventional spectral density can be derived as a special Answer (1 of 6): I think my answer would concur with most of the others.