| Co-Investigator(Kenkyū-buntansha) |
諸星 穂積 政策研究大学院大学, 政策研究科, 教授 (10272387)
大濱 靖匡 電気通信大学, 大学院情報理工学研究科, 教授 (20243892)
村松 正和 電気通信大学, 大学院情報理工学研究科, 教授 (70266071)
田中 冬彦 大阪大学, 基礎工学研究科, 准教授 (90456161)
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| Budget Amount *help |
¥11,700,000 (Direct Cost: ¥9,000,000、Indirect Cost: ¥2,700,000)
Fiscal Year 2016: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2015: ¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2014: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
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| Outline of Final Research Achievements |
Construction methods for prior distributions in Bayesian analysis have been investigated from theoretical and computational viewpoints. Several theoretical prior construction methods for Bayesian prediction and parameter estimation have been developed. It has been shown that a new metric, which is a generalization of the Fisher metric, plays an essential role. Computational methods for approximating theoretical prior distributions have been proposed. The corresponding results in quantum statistics have also been obtained.
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