PyMC3

Probabilistic noise estimation

Measuring the amount of non-Gaussian noise in the data.

A sensitive test of non-Gaussianity in gravitational-wave detector data

Methods for parameter estimation of gravitational-wave data assume that detector noise is stationary and Gaussian. Real data deviates from these assumptions, which causes bias in the inferred parameters and incorrect estimates of the errors. We …