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Article . 2019
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Brazilian Journal of Probability and Statistics
Article . 2019 . Peer-reviewed
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https://dx.doi.org/10.48550/ar...
Article . 2018
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Bayesian hypothesis testing: Redux

Bayesian hypothesis testing: redux
Authors: Lopes, Hedibert F.; Polson, Nicholas G.;

Bayesian hypothesis testing: Redux

Abstract

Bayesian hypothesis testing is re-examined from the perspective of an a priori assessment of the test statistic distribution under the alternative. By assessing the distribution of an observable test statistic, rather than prior parameter values, we provide a practical default Bayes factor which is straightforward to interpret. To illustrate our methodology, we provide examples where evidence for a Bayesian strikingly supports the null, but leads to rejection under a classical test. Finally, we conclude with directions for future research.

Keywords

multiple comparisons, Bayesian inference, Mathematics - Statistics Theory, Statistics Theory (math.ST), Bayesian, Parametric hypothesis testing, Bayes factor, Bayes factors, hypothesis testing, FOS: Mathematics, test statistic, $p$-value

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green
bronze