For sufficiently long realization times, the expected value of the power spectrum of a single trajectory converges to the formally defined power spectral density S ( ω ω ) , but its coefficient of variation γ γ = σ σ / μ μ tends to 5 / 2 . This implies the distribution of S ( 1 ) ( ω ω , T ) is broad even in the infinite time limit.