Gaussian Process Regression for Astronomical Time Series

The past two decades have seen a major expansion in the availability, size, and precision of time-domain data sets in astronomy. Owing to their unique combination of flexibility, mathematical simplicity, and comparative robustness, Gaussian processes (GPs) have emerged recently as the solution of ch...

Full description

Bibliographic Details
Main Authors: Aigrain, S, Foreman-Mackey, D
Format: Journal article
Language:English
Published: Annual Reviews 2023