Quasi-periodic Gaussian processes for stellar activity: From physical to kernel parameters

Quasi-periodic Gaussian processes for stellar activity: From physical to kernel parameters

In recent years, Gaussian Process (GP) regression has become widely used to analyse stellar and exoplanet time-series data sets. For spotted stars, the most popular GP covariance function is the quasi-periodic (QP) kernel, whose hyperparameters of the GP have a plausible interpretation in terms of p...

書目詳細資料
Main Authors:	Nicholson, BA, Aigrain, S
格式:	Journal article
語言:	English
出版:	Oxford University Press 2022

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