Gaussian Processes and Nested Sampling Applied to Kepler's Small Long-period Exoplanet Candidates

Gaussian Processes and Nested Sampling Applied to Kepler's Small Long-period Exoplanet Candidates

There are more than 5000 confirmed and validated planets beyond the solar system to date, more than half of which were discovered by NASA’s Kepler mission. The catalog of Kepler’s exoplanet candidates has only been extensively analyzed under the assumption of white noise (i.i.d. Gaussian), which bre...

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Bibliographic Details
Main Authors: Michael R. B. Matesic, Jason F. Rowe, John H. Livingston, Shishir Dholakia, Daniel Jontof-Hutter, Jack J. Lissauer
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Series:The Astronomical Journal
Subjects:
Exoplanet detection methods
Exoplanets
Transit photometry
Nested sampling
Bayesian statistics
Gaussian Processes regression
Online Access:https://doi.org/10.3847/1538-3881/ad0fe9

Internet

https://doi.org/10.3847/1538-3881/ad0fe9

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