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Multiple Comparison for the One-Way ANOVA with the Power PriorMultiple Comparison for the One-Way ANOVA with the Power Prior
- Other Titles
- Multiple Comparison for the One-Way ANOVA with the Power Prior
- Issue Date
- 2008
- Publisher
- 한국통계학회
- Keywords
- Bayes factor; historical data; Markov Chain Monte Carlo; order restrictedinference; power prior.
- Citation
- Communications for Statistical Applications and Methods, v.15, no.1, pp.13 - 26
- Indexed
- KCI
- Volume
- 15
- Number
- 1
- Start Page
- 13
- End Page
- 26
- ISSN
- 2287-7843
- Abstract
- Inference on the present data will be more reliable when the data arisingfrom previous similar studies are available. The data arising from previousstudies are referred as historical data. The power prior is dened by thelikelihood function based on the historical data to the powera0, where 0a0 1. The power prior is a useful informative prior for Bayesian inferencesuch as model selection and model comparison. We utilize the historicaldata to perform multiple comparison in the one-way ANOVA model. Wedemonstrate our results with some simulated datasets under a simple orderrestriction between the treatments.
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Related Researcher
- Kim, Seong Wook
- ERICA 과학기술융합대학 (ERICA 수리데이터사이언스학과)