Flexible statistical analysis for huge and multiple data in life science
| Project/Area Number |
24700290
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Multi-year Fund |
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| Research Field |
Bioinformatics/Life informatics
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| Research Institution | Obihiro University of Agriculture and Veterinary Medicine |
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Principal Investigator |
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| Project Period (FY) |
2012-04-01 – 2016-03-31
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| Project Status |
Completed (Fiscal Year 2015)
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| Budget Amount *help |
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
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| Keywords | バイオインフォマティクス / オミックス / 獣医学 / 畜産学 / 統計学 / 畜産 / システム生物学 / 応用統計学 |
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| Outline of Final Research Achievements |
This study proposed flexible and high-performance statistical methods in bioinformatics and showed applications in medical, veterinary science and animal husbandry. Three objectives in this study were: A) constructing flexible statistical methods for multiple big data in life science (particularly, omics data), B) proposal of statistical methods and application to elucidate systems in animals and plants at molecular-, individual-, population-level, and C) constructing fast statistical methods. For A) and C), this study proposed fast hypothesis testing, high-performance statistical methods on each type of omics data. Their applications included finding diseases biomarkers. For B), we showed statistical applications in this field, particularly for dairy cows. Three types of focus in this study were 1) molecular level (milk composition, blood component, and each type of omics data), 2) individual level (medical records in cows, shape of crop), 3) population level (dairy herd etc).
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Report
(5 results)
Research Products
(32 results)
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[Presentation] Distribution of follicles in canine ovaries2015
Author(s)
Suzuki H., Hayashi M., Hariya M., Kayano, M.
Organizer
Annual Meeting, the Society for the Study of Reproduction
Place of Presentation
Puerto Rico Convention Center（Puerto Rico, USA）
Year and Date
2015-06-19
Related Report
Int'l Joint Research
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