Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
8904587 | Acta Mathematica Scientia | 2017 | 12 Pages |
Abstract
We propose the maximin efficiency robust test (MERT) for multiple nuisance parameters based on theories about the maximin efficiency robust test for only one nuisance parameter and investigate some theoretical properties about this robust test. We explore some theoretical properties about the power of the MERT for multiple nuisance parameters in a specified scenario intuitively further more. We also propose a meaningful example from statistical genetic field to which the MERT for multiple nuisance parameters can be well applied. Extensive simulation studies are conducted to testify the robustness of the MERT for multiple nuisance parameters.
Related Topics
Physical Sciences and Engineering
Mathematics
Mathematics (General)
Authors
Qing YANG, Jiayan ZHU, Zhengbang LI,