Multiple model inference in causal inference
Project/Area Number |
25330048
|
Research Category |
Grant-in-Aid for Scientific Research (C)
|
Allocation Type | Multi-year Fund |
Section | 一般 |
Research Field |
Statistical science
|
Research Institution | Kurume University |
Principal Investigator |
Hattori Satoshi 久留米大学, バイオ統計センター, 教授 (50425154)
|
Project Period (FY) |
2013-04-01 – 2016-03-31
|
Project Status |
Completed (Fiscal Year 2015)
|
Budget Amount *help |
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
|
Keywords | 傾向スコア / 層別解析 / 漸近理論 / 因果推論 / 二重頑健推定量 / 二重頑健性 / 交絡要因 / クラスタリング |
Outline of Final Research Achievements |
It is very important to adjust for confounding factors to make a valid inference from observational studies. We developed two estimators of multiple robustness, which are more robust than the standard methods.
|
Report
(4 results)
Research Products
(7 results)