Hypothesis Testing in the Bayesian Framework
Hypothesis Testing in the Bayesian Framework
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2019
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Swiss Political Science Review ; 25 (2019), 3. - pp. 288-299. - ISSN 1424-7755. - eISSN 1662-6370
Abstract
While the Bayesian parameter estimation has gained a wider acknowledgement among political scientists, they seem to have less discussed the Bayesian version of hypothesis testing. This paper introduces two Bayesian approaches to hypothesis testing: one based on estimated posterior distributions and the other based on Bayes factors. By using an example based on a linear regression model, I demonstrate similarities and differences not only between the null‐hypothesis significance tests and Bayesian hypothesis tests, but also those among two different Bayesian approaches, which are also critically discussed.
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320 Politics
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Conference
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SHIKANO, Susumu, 2019. Hypothesis Testing in the Bayesian Framework. In: Swiss Political Science Review. 25(3), pp. 288-299. ISSN 1424-7755. eISSN 1662-6370. Available under: doi: 10.1111/spsr.12375BibTex
@article{Shikano2019-11-06Hypot-46894, year={2019}, doi={10.1111/spsr.12375}, title={Hypothesis Testing in the Bayesian Framework}, number={3}, volume={25}, issn={1424-7755}, journal={Swiss Political Science Review}, pages={288--299}, author={Shikano, Susumu} }
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