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Susana Almeida, Nataliya Bulygina, Neil McIntyre, Thorsten Wagener and Wouter Buytaert Improving parameter priors for data-scarce estimation problems Water Resources Research 49

Version of Record online: 4 SEP 2013 | DOI: 10.1002/wrcr.20437

Key Points

  • Assumptions made about the prior distribution in Bayes' theorem can be critical
  • A uniform parameter prior is not always sufficiently non-informative
  • Important to avoid disinformative priors in data-scarce problems

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