Kernel-, mean- and noise-marginalised Gaussian processes for exoplanet transits and $H_0$ inference

Namu Kroupa, David Yallup, Will Handley +1

Using a fully Bayesian approach, Gaussian Process regression is extended to include marginalisation over the kernel choice and kernel hyperparameters. In addition, Bayesian model c…