Scientific Reasoning with Philosophy and Statistics We learned about what is commonly referred to as classical...

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Scientific Reasoning with Philosophy and Statistics
We learned about what is commonly referred to as classical orfrequentist statistics and discussed Bayesian statistics in theRomero paper and the Aeon article with the Papineau article. Thesethree papers provided reasons for favoring Bayesian statistics overfrequentists statistics, explain a brief summary of some of thosereasons from these discussions.

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Both approaches rely on likelihoods the Bayesian approach simply augments the likelihood I will give some pros and cons as I see them Pros Many frequentist methods are special cases of Bayesian methods as an important and widelyused concrete example the MannWhitneyWilcoxon twosample test is a limiting case of a Bayesian nonparametric test based on the Dirichlet process Ferguson 1973 The Bayesian approach has the added benefit of assuming a valid coherent probability model Bayesian methods can handle generalized See Answer

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