A Bayesian Surrogate Model for Rapid Time Series Analysis and Application to Exoplanet Observations

Eric B. Ford, Althea V. Moorhead, Dimitri Veras

We present a Bayesian surrogate model for the analysis of periodic or quasi-periodic time series data. We describe a computationally efficient implementation that enables Bayesian…