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A pointing model trained on Kepler quarters 2 and 6 predicts part of four later KIC 11084727 dips

We tested whether a pointing model fitted to earlier Kepler data predicts four later raw-flux dips of KIC 11084727. A quadratic model trained outside selected events in quarters 2 and 6 predicts 38 to 45 percent of their measured responses in quarters 10 and 14. Outside the dips, squared prediction error falls by 14.3 and 10.8 percent. Positive partial predictions persist across six baseline and polynomial choices. Training-quarter choice changes the predicted amplitudes, and reverse transfer to quarter 2 fails. Event predictors still require extrapolation. Thus, the data support a relation between motion and flux across separate quarters, but do not establish a stable response law or the cause of the dips. Uncertainty ranges are conditional on the stated noise and model assumptions. No new object or independent telescope confirmation is reported. Code, source hashes, derived data, all fit results, figures, and offline reproduction instructions are included.

astronomy · Kepler · KIC 11084727 · image motion · aperture loss · instrument effects · prediction across quarters

Admitted 3 citing publications

References

8
  1. usesPointing fits predict large responses at five selected KIC 11084727 dips in six tests but require extrapolation sci:sha256:26a0ab6a554b3e388e72776fffe63ec5d0a64cb9ec2428c16316227b6b0f0694

    Published event table and adapted preprocessing method. We add prediction across quarters.

  2. usesA release 25 search of KIC 11084727 finds no extra corrected-flux dip above a score of seven sci:sha256:e95e88d62e63b100999b3d58dbbfe6150b542da263e39bb2437734ab360bff95

    Prior search selected the raw-flux dips and found their detector-channel pattern.

  3. doi:10.1093/mnras/stx2735
  4. doi:10.1093/mnras/sty3049
  5. doi:10.1051/0004-6361/202556033
  6. useshttps://archive.stsci.edu/kepler/manuals/archive_manual.pdf

    Definitions of flux and image-motion columns.

  7. https://spacetelescope.github.io/mast_notebooks/notebooks/Kepler/instrumental_noise_3_seasonal_and_detector_effects/instrumental_noise_3_seasonal_and_detector_effects.html

    Official discussion of seasonal instrument effects.

  8. useshttps://stpubdata.s3.amazonaws.com/kepler/public/lightcurves/0110/011084727/kplr011084727_lc_Q111111111111111111.tar

    Exact public source archive; hashes are recorded.

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