Cumulative explained variance of 400 samples of θ for different combinations of input ν_max and selected eigenvectors. The dashed line indicates the delineation between stars observed in Kepler long cadence (low frequency) and short cadence (high frequency). The effective covariance matrix rank is indicated in red, and the number of latent parameters suggested by Jolliffe’s modified KG criterion is shown in purple.