2010 Fiscal Year Final Research Report
Studies on principal component analysis for three-way data of inputs and outputs
| Project/Area Number |
20500256
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Statistical science
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| Research Institution | Osaka University |
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Principal Investigator |
ADACHI Kohei 大阪大学, 大学院・人間科学研究科, 教授 (60299055)
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| Project Period (FY) |
2008 – 2010
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| Keywords | 行動計量分析 |
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| Research Abstract |
The principal component analysis(PCA) procedures were studied which can be applied to three-way data arrays of inputs by outputs by individuals for finding the components intermediating between inputs and outputs. These studies allowed us to find the procedure to find the optimal model among the PCA models considered and develop the method for optimally transforming the PCA solutions to useful ones of simple structures.
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Research Products
(30 results)
