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Phrases with «posterior distribution»

The phrase "posterior distribution" refers to a mathematical concept used in statistics and probability. It represents the likelihood of an event or outcome occurring based on prior knowledge or data. It is an updated probability distribution that takes into account new information, making it a more accurate estimation after considering what has already been observed or known. Full definition

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Sentences with «posterior distribution»

  • In many simple contexts, one can get away with interpreting frequentist confidence intervals as if they were summarizing a Bayesian posterior distribution of roughly Gaussian form, in which the probability density for points outside the confidence interval declines fairly rapidly as one moves away from the endpoints. (climateaudit.org)
  • NW «You use a wide range of prior distributions to create posterior distributions, and you report the whole mapping between priors and posteriors. (judithcurry.com)
  • As a standard textbook (Bernardo and Smith, 1994) puts it in relation to reference analysis, arguably the most successful approach to objective Bayesian inference: «The positive functions π (θ)[the noninformative reference priors] are merely pragmatically convenient tools for the derivation of reference posterior distributions via Bayes» theorem». (climateaudit.org)
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