Development and use of scan statistics for community diagnosis with considering regional differences in spatial epidemiology
Project/Area Number |
22700301
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Research Category |
Grant-in-Aid for Young Scientists (B)
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Allocation Type | Single-year Grants |
Research Field |
Statistical science
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Research Institution | National Institute of Public Health |
Principal Investigator |
TAKAHASHI Kunihiko 国立保健医療科学院, 政策技術評価研究部, 主任研究官 (50323259)
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Project Period (FY) |
2010 – 2011
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Project Status |
Completed (Fiscal Year 2011)
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Budget Amount *help |
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2011: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2010: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
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Keywords | 空間・環境統計 / 空間疫学 / 地域診断 / スキャン統計量 / 空間統計学 / 疾病集積性 / ベイズ推定 / 疾病地図 |
Research Abstract |
We proposed several scan statistics for detecting disease clusters and Bayesian approach to indices of regional healthcare expenditure in Japan for spatial epidemiology and community diagnosis, with taking account of regional differences which are caused by population size of each area. Our simulation studies could show that the proposed methods can accurately detect the clusters and stably estimate the level of regional medical expenses in compared with conventional methods.
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Report
(3 results)
Research Products
(25 results)
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[Journal Article] A scan statistic to extract causal gene clusters fromcase-control genome-wide rare CNV data2011
Author(s)
Nishiyama, T., Takahashi, K., Tango, T., Pinto, D., Scherer, S. W., Takami, S., and Kishino, H
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Journal Title
BMC Bioinformatics
Volume: 12
Issue: 1
Pages: 205-205
DOI
Related Report
Peer Reviewed
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