Nonparametric Bayesian estimation of discrete/continuous choice models
| Project/Area Number |
24730195
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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 |
Economic statistics
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| Research Institution | Kwansei Gakuin University |
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Principal Investigator |
MIYAWAKI Koji 関西学院大学, 経済学部, 准教授 (40550249)
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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 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
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| Keywords | ベイズ統計学 |
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| Outline of Final Research Achievements |
I conducted the research on the nonparametric Bayesian approach to the discrete/continuous choice model. I have developed a statistical model and its estimation method for a simple case. However, in analyzing the practical dataset, I found the component that reduces the number of choices is not appropriate for the dataset to be used. Thus, I modified the model, so that the resulting statistical model is appropriate for the dataset as well as reduces the number of choices.
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Report
(5 results)
Research Products
(5 results)
