2010 Fiscal Year Final Research Report
Development of functional ANOVA models for multi-state survival data and its applications
| Project/Area Number |
20300099
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| Research Category |
Grant-in-Aid for Scientific Research (B)
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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 | Kurume University |
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Principal Investigator |
YANAGAWA Takashi Kurume University, バイオ統計センター, 教授 (80029488)
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| Co-Investigator(Kenkyū-buntansha) |
KAKUMA Tatsuyuki 久留米大学, バイオ統計センター, 教授 (50341540)
HATTORI Satoshi 久留米大学, バイオ統計センター, 准教授 (50425154)
YONEMOTO Kouji 久留米大学, バイオ統計センター, 講師 (90398090)
ARAKI Yuko 久留米大学, バイオ統計センター, 助教 (80403913)
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| Research Collaborator |
YOUNG Truong Kinh-Nhue University of North Carolina, Department of Biostatistics, USA, 教授
TETUJI Ohyama 大分大学, 医学部, 助教
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| Project Period (FY) |
2008 – 2010
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| Keywords | 統計数学 / 医療・福祉 / 社会医学 |
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| Research Abstract |
New method for the analysis of event history data is developed by weakening the assumption of Semi-Markov property and by modeling not only the waiting time of transition from a state to the other state, but also transition probability, separately, by means of covariates that are transformed by spline functions so that it enables to evaluate their non-linear effects. The method is applied to several medical data and its usefulness is demonstrated.
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Research Products
(34 results)
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[Journal Article] Nuclear Y-box binding protein-1 (YB-1), a predictive marker of prognosis, is correlated with expression of HER2/ErbB2 and HER3/ErbB3 in non-small cell lung cancer2009
Author(s)
Kashihara M., Azuma K., Kawahara A., Basaki Y., Hattori S., Yanagawa T., Terazaki Y., Takamori S., Shirouzu K., Aizawa H., Nakano K., Kage M., Kuwano M., Ono M.
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Journal Title
Journal of Thoracic Oncology
Pages: 1066-1074
Peer Reviewed
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