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What is Bayesian statistics?

There seem to be a lot of computational biology papers with 'Bayesian' in their titles these days. What's distinctive about 'Bayesian' methods?

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References

  1. Gelman, A., Carlin, J.B., Stern, H.S. & Rubin, D.B. Bayesian Data Analysis (Chapman & Hall/CRC, Boca Raton, Florida, USA, 1995).

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  2. MacKay, D.J.C. Information Theory, Inference, and Learning Algorithms (Cambridge Univ. Press, Cambridge, UK, 2003).

    Google Scholar 

  3. Jaynes, E.T. Probability Theory: The Logic of Science (Cambridge Univ. Press, Cambridge, UK, 2003).

    Book  Google Scholar 

  4. Hacking, I. The Emergence of Probability (Cambridge Univ. Press, Cambridge, UK, 1975).

    Google Scholar 

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Eddy, S. What is Bayesian statistics?. Nat Biotechnol 22, 1177–1178 (2004). https://doi.org/10.1038/nbt0904-1177

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