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Ghost in the time series: no planet for Alpha Centauri B

By SpaceRef Editor
October 20, 2015
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Ghost in the time series: no planet for Alpha Centauri B

Rajpaul, Suzanne Aigrain, Stephen J. Roberts
(Submitted on 19 Oct 2015)

We re-analyse the publicly available radial velocity (RV) measurements for Alpha Cen B, a star hosting an Earth-mass planet candidate, Alpha Cen Bb, with 3.24 day orbital period. We demonstrate that the 3.24 d signal observed in the Alpha Cen B data almost certainly arises from the window function (time sampling) of the original data.

We show that when stellar activity signals are removed from the RV variations, other significant peaks in the power spectrum of the window function are coincidentally suppressed, leaving behind a spurious yet apparently-significant ‘ghost’ of a signal that was present in the window function’s power spectrum to begin with. Even when fitting synthetic data with time sampling identical to the original data, but devoid of any genuine periodicities close to that of the planet candidate, the original model used to infer the presence of Alpha Cen Bb leads to identical conclusions: viz., the 3σ detection of a half-a-metre-per-second signal with 3.236 day period.

Our analysis underscores the difficulty of detecting weak planetary signals in RV data, and the importance of understanding in detail how every component of an RV data set, including its time sampling, influences final statistical inference.

Comments: 5 pages, 5 figures. Accepted for publication in MNRAS Letters
Subjects: Earth and Planetary Astrophysics (astro-ph.EP); Instrumentation and Methods for Astrophysics (astro-ph.IM)
Cite as: arXiv:1510.05598 [astro-ph.EP] (or arXiv:1510.05598v1 [astro-ph.EP] for this version)
Submission history
From: Vinesh Rajpaul
[v1] Mon, 19 Oct 2015 17:50:34 GMT (3168kb,D)

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