| Project/Area Number |
21530203
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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 |
Economic statistics
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| Research Institution | Nihon Fukushi University |
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Principal Investigator |
UEDA Kazuhiro 日本福祉大学, 経済学部, 教授 (50203435)
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| Co-Investigator(Kenkyū-buntansha) |
HASEGAWA Hikaru 北海道大学, 経済学研究科, 教授 (30189534)
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| Project Period (FY) |
2009 – 2011
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| Project Status |
Completed (Fiscal Year 2011)
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| Budget Amount *help |
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2009: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
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| Keywords | 貧困 / 順序プロビットモデル / ベイズ統計学 / MCMC / 主観的認識 / 主観的社会的ポジション / 主観的幸福 / 生活満足度 / 階層的移動尺度 / 主観的幸福感 / Markov chain Monte Carlo(MCMC) |
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| Research Abstract |
In this research, a relationship between poverty of households and perception of their happiness and social position, and the mobility of satisfaction with living which is supposed to be closely related to the change of households' poverty condition are analyzed empirically using micro-data such as panel data. Since data of subjective perception such as happiness are ordinal data, Bayesian method for estimating the ordered probit model and the multivariate ordered probit model are used. Through the research, we provided a new concept,"regret", to measure inequality of subjective perception from the posterior results of the latent variables used in the estimation.
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