| Budget Amount *help |
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
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| Outline of Final Research Achievements |
(1)We proposed some new model selection criterions for semi-parametric regression models. These models only use the assumptions on mean and variance functions instead of the full parametric assumptions as used in traditional generalized linear model. (2)We formalized the theory of cain (2010) using the interactive theorem-prover Coq/SSReflect. As a consequence, we formalized the theory on conditional independence based on cain. (3)We proposed a new Bayesian prediction method by combining some independent source data with the target detailed data. For the summary source data in the form of tables, we proposed cell regression methods based on integrated predictive probabilities.
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