Example unitless power-law-spectrum processes with power-law index β with gaps in sampling (left) as well as the corresponding measured PSD (middle) and structure function (right). After gaps are introduced, the time series is naively linearly interpolated. Small-lag structure is nearly unchanged by the data gaps, whereas the gaps introduce broad-spectrum noise to the power spectral density.