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On the blind use of statistical tools in the analysis of globular cluster stars

Nature Astronomy volume 2, pages 270–272 (2018) Cite this article

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As with most data analysis methods, the Bayesian method must be handled with care. We show that its application to determine stellar evolution parameters within globular clusters can lead to paradoxical results if used without the necessary precautions. This is a cautionary tale on the use of statistical tools for big data analysis.

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Fig. 1: Colour–magnitude diagram for the two analysed globular clusters.
The alternative text for this image may have been generated using AI.

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Authors and Affiliations

  1. INAF - Osservatorio Astronomico di Roma, Monte Porzio, Italy

    Francesca D’Antona

  2. INAF - IAPS, Rome, Italy

    Vittoria Caloi

  3. Dipartimento di Fisica, Universita’ degli Studi di Cagliari, Monserrato, Italy

    Marco Tailo

Authors
  1. Francesca D’Antona
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  2. Vittoria Caloi
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  3. Marco Tailo
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Correspondence to Francesca D’Antona.

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D’Antona, F., Caloi, V. & Tailo, M. On the blind use of statistical tools in the analysis of globular cluster stars. Nat Astron 2, 270–272 (2018). https://doi.org/10.1038/s41550-018-0408-1

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