| Budget Amount *help |
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
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| Outline of Final Research Achievements |
We developed nonlinear statistical methods to extract useful information from high-dimensional diverse data. In particular, we proposed semi-supervised methods that can treat functional data or labeled data and unlabeled data from different sampling distributions, and developed a series of procedures for evaluating and predicting statistical models based on sparse estimation. We applied the proposed methods to datasets in the various fields of research including life science.
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