Type of Publication: | Journal article |
Publication status: | Published |
URI (citable link): | http://nbn-resolving.de/urn:nbn:de:bsz:352-2-1mg7bsxf9wuxl5 |
Author: | Shikano, Susumu |
Year of publication: | 2019 |
Published in: | Swiss Political Science Review ; 25 (2019), 3. - pp. 288-299. - ISSN 1424-7755. - eISSN 1662-6370 |
DOI (citable link): | https://dx.doi.org/10.1111/spsr.12375 |
Summary: |
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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Subject (DDC): | 320 Politics |
Link to License: | Attribution 4.0 International |
Bibliography of Konstanz: | Yes |
Refereed: | Yes |
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.12375
@article{Shikano2019-11-06Hypot-46894, title={Hypothesis Testing in the Bayesian Framework}, year={2019}, doi={10.1111/spsr.12375}, number={3}, volume={25}, issn={1424-7755}, journal={Swiss Political Science Review}, pages={288--299}, author={Shikano, Susumu} }
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