Efficient multiple testing methods for genome data
| Project/Area Number |
22500269
|
|---|
| Research Category |
Grant-in-Aid for Scientific Research (C)
|
| Allocation Type | Single-year Grants |
|---|
| Section | 一般 |
|---|
| Research Field |
Statistical science
|
|---|
| Research Institution | The Institute of Statistical Mathematics |
|---|
Principal Investigator |
|
|---|
| Co-Investigator(Renkei-kenkyūsha) |
NINOMIYA Yoshiyuki 九州大学, 数理学研究院, 准教授 (50343330)
SAKAGUCHI Takayuki 大分県立看護科学大学, 看護学部, 助教 (10436496)
TAKADA Toyoyuki 国立遺伝学研究所, 系統生物研究センター, 助教 (20356257)
|
|---|
| Project Period (FY) |
2010 – 2012
|
| Project Status |
Completed (Fiscal Year 2012)
|
| Budget Amount *help |
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2011: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2010: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
|
|---|
| Keywords | 遺伝子発現差解析 / 有意性検定 / P値 |
|---|
| Research Abstract |
The P-value has often been estimated using the observations on other genes to overcome the small sample size. We have investigated necessary conditions to ensure the validity. Under such conditions, the uniformly most powerful test has been obtained. This test showed a good performance by simulations and data analyses. We have considered the equality of variance as well as the equality of mean.
|
Report
(4 results)
Research Products
(17 results)
