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• W2336124957 abstract "Bayesian model averaging (BMA) is a popular and powerful statistical method of taking account of uncertainty about model form or assumption. Usually the long run (frequentist) performances of the resulted estimator are hard to derive. This paper proposes a mixture of priors and sampling distributions as a basic of a Bayes estimator. The frequentist properties of the new Bayes estimator are automatically derived from Bayesian decision theory. It is shown that if all competing models have the same parametric form, the new Bayes estimator reduces to BMA estimator. The method is applied to the daily exchange rate Euro to US Dollar." @default.
• W2336124957 created "2016-06-24" @default.
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• W2336124957 date "2016-01-01" @default.
• W2336124957 modified "2023-10-17" @default.
• W2336124957 title "A Mixture-Based Bayesian Model Averaging Method" @default.
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• W2336124957 doi "https://doi.org/10.4236/ojs.2016.62019" @default.
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