A simple project to derive periods and amplitudes for K2 lightcurves.
We derive periods using the multi-term Lomb-Scargle periodogram.
We derive amplitudes with linear regression with a simultaneous underlying polynomial to account for calibration artifacts. We set the complexity of the polynomial through leave N out cross-validation.
In cases with unusually noisy lightcurves we assign periods and amplitudes from human visual pattern recognition.
- Michael Gully-Santiago (Kavli Institute for Astronomy & Astrophysics)
- Greg Herczeg (Kavli Institute for Astronomy & Astrophysics)
- CS19 Hack Day participants?
MIT