| Budget Amount *help |
¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2010: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2009: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2008: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
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| Research Abstract |
The assumption of a prior information for a parameter contained in the sampling density is essential, and the use of a proper prior density is obviously desired. This view allows us to pursue fundamental subjects such as the smoothing method. I began with exploring the deviance information criterion (DIC). Our tools for this challenging problem are the use of the e-mixture predictor and the two notions of the unbiasedness of a potential function. Then I attempted to explore a cross-validation criterion (CVC). The induced CVC fortunately shows good performance, and the reasons of performance becomes clear. The results are expected to stimulate our future studies of this subject.
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