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Fast and Scalable Gaussian Process Modeling with Applications to Astronomical Time Series

  • Authors: Daniel Foreman-Mackey, Eric Agol, Sivaram Ambikasaran, and Ruth Angus

2017 The Astronomical Journal 154 220.

  • Provider: AAS Journals

Caption: Figure 11.

Top: month-long segment of the Kepler light curve for KIC 1430163 with a synthetic transit model injected (black points) and the MAP model for the stellar variability (blue line). Bottom: MAP “detrending” of the data in the top panel. In this panel, the MAP model for the stellar variability has been subtracted to leave only the transits. The detrended light curve is shown by black error bars, and the MAP transit model is shown as a blue line.

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