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Bayesian Methods for Joint Exoplanet Transit Detection and Systematic Noise Characterization

  • Authors: Jamila S. Taaki, Farzad Kamalabadi, and Athol J. Kemball

2020 The Astronomical Journal 159 283.

  • Provider: AAS Journals

Caption: Figure 4.

Normalized sample covariance of coefficient value estimates ﹩\left\{{\hat{{\boldsymbol{c}}}}_{i}:i\in I\right\}﹩ obtained from least-squares fits of {﹩{{\boldsymbol{v}}}_{k}﹩ : kK} to light curves {﹩{{\boldsymbol{y}}}_{i}﹩ : iI}. These data are from the Kepler CCD module 8 during quarter 2. The c0 variance indicates that {﹩{{\boldsymbol{v}}}_{0}﹩} is a dominant systematic trend across the light-curve population. Correlations are also observed between basis signals. For ease of presentation, the covariance is only shown for 8 of 20 coefficient values and has been normalized by dividing the matrix by the maximum value.

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