Keio University

Research projects

Hayashi, Kenichi

1-6 items (total 6)
2015.04 - 2018.03

A study on exploratory identification of responsive subgroups in complex survival event data

Providing Institution
MEXT,JSPS
Program Name
Grant-in-Aid for Scientific Research
Research Institution
MEXT,JSPS
Role
Principal investigator
Researcher
林 賢一
Research Category
Grant-in-Aid for Young Scientists (B)
Research Funding Type
Research grant

C-index / IDI / NRI / power-IDI / DIDI / ROC解析 / AUC / クラスタワイズ回帰モデル / 区間打ち切りデータ

2018.04 - 2022.03

Development of statistical models for data containing heterogeneous subgroups using statistical learning theory and its application to clinical medicine

Providing Institution
MEXT,JSPS
Program Name
Grant-in-Aid for Scientific Research
Research Institution
MEXT,JSPS
Role
Principal investigator
Researcher
林 賢一
Research Category
Grant-in-Aid for Scientific Research (C)
Research Funding Type
Research grant

医学統計学 / 生物統計 / 機械学習 / 統計科学

2011.04 - 2013.03

Statistical issues in complex medical product development

Providing Institution
MEXT,JSPS
Program Name
Grant-in-Aid for Scientific Research
Research Institution
MEXT,JSPS
Funding Type
Competitive
International Co-authorship
Yes
Role
Coinvestigator(s)
Research Category
Grant-in-Aid for Scientific Research (C)
Research Funding Type
Research grant
Submission Category
Individual
2012.04 - 2015.03

Development of C-index-based survival tree and its application to biomedical research

Providing Institution
MEXT,JSPS
Program Name
Grant-in-Aid for Scientific Research
Research Institution
MEXT,JSPS
Funding Type
Competitive
Role
Principal investigator
Research Category
Grant-in-Aid for Young Scientists (B)
Research Funding Type
Research grant
2018.04 - 2023.03

Developments and applications of statistical prediction method

Providing Institution
MEXT,JSPS
Program Name
Grant-in-Aid for Scientific Research
Research Institution
MEXT,JSPS
Role
Coinvestigator(s)
Research Category
Grant-in-Aid for Scientific Research (B)
Research Funding Type
Research grant
2023.04 - 2027.03

Integrated understanding of statistical analysis for imbalanced data and its advanced application to survival analysis

Providing Institution
MEXT,JSPS
Program Name
Grant-in-Aid for Scientific Research
Research Institution
MEXT,JSPS
Role
Principal investigator
Researcher
林 賢一
Research Category
Grant-in-Aid for Scientific Research (C)
Research Funding Type
Research grant