Simultaneous inferences for repeated measurement data
Project/Area Number |
22540142
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Research Category |
Grant-in-Aid for Scientific Research (C)
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Allocation Type | Single-year Grants |
Section | 一般 |
Research Field |
General mathematics (including Probability theory/Statistical mathematics)
|
Research Institution | Kyushu University |
Principal Investigator |
|
Project Period (FY) |
2010 – 2012
|
Project Status |
Completed (Fiscal Year 2012)
|
Budget Amount *help |
¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2010: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
|
Keywords | 統計数学 / 多変量統計解析 / 繰返し測定値 / 繰り返し測定データ / 信頼区間 / 繰返し測定データ / 多変量解析 / 多重比較 |
Research Abstract |
Parameter estimation of nonlinear repeated measurement models with random effects is considered. In two sample problem, we give the approximation to the confidence intervals of the difference of the functions of the nonlinear random effect models. Under parallel profile models with mixed effects, simultaneousconfidence intervals for the level differences are approximated and accuracy of approximation is examined by simulation. Simultaneous confidence intervals of univariate normal mean and elements of multivariate normal mean are given. A test for equality of each element of multinormal mean and univariate normal mean also discussed. Profile analysis with missing data is considered for random effect models.
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Report
(4 results)
Research Products
(19 results)