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A data-driven causal model for modeling systematics in Kepler light curves

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The CPM for Kepler Data

A data-driven model to calibrate out instrument-induced systematics in Kepler light curves. The model exploits causal structure to remove telescope and stellar variability without distorting exoplanet signals.

authors

  • Dan Foreman-Mackey (NYU)
  • David W. Hogg (NYU) (MPIA)
  • Bernhard Schölkopf (MPI-IS)
  • Dun Wang (NYU)

license

Copyright 2013, 2014 the authors. Not ready for redistribution.

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A data-driven causal model for modeling systematics in Kepler light curves

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