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Fig. 2.

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Longitudinal magnetic field measurements for HD 9986 and GP regression analysis. Top: GP model of the full time series of Bl. The shaded area corresponds to the 1σ uncertainty interval. The lower panel contains the residuals between the model and the observations. Bottom: Posterior distributions of the hyperparameters characterising the GP. The panels on the diagonal display the 1D marginalised distributions of the hyperparameters, while the other panels contain the 2D posterior distributions. The vertical solid lines indicate the modes of the distributions, while dashed lines indicate the 16th and 84th percentiles.

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