Fdr control for pairwise comparisons of normal means based on goodness of fit test
文献类型：期刊论文
| 作者 | Jin, Pei1; Xu, Xing-zhong1,2; Li, Na2 |
| 刊名 | Acta mathematicae applicatae sinica-english series
 |
| 出版日期 | 2016-07-01 |
| 卷号 | 32期号:3页码:701-712 |
| 关键词 | Multiple testing False discovery rate Goodness-of-fit test Pairwise comparisons P-value Resampling |
| ISSN号 | 0168-9673 |
| DOI | 10.1007/s10255-016-0598-1 |
| 通讯作者 | Xu, xing-zhong(xuxz@bit.edu.cn) |
| 英文摘要 | This study is undertaken to apply a bootstrap method of controlling the false discovery rate (fdr) when performing pairwise comparisons of normal means. due to the dependency of test statistics in pairwise comparisons, many conventional multiple testing procedures can't be employed directly. some modified procedures that control fdr with dependent test statistics are too conservative. in the paper, by bootstrap and goodness-of-fit methods, we produce independent p-values for pairwise comparisons. based on these independent p-values, plenty of procedures can be used, and two typical fdr controlling procedures are applied here. an example is provided to illustrate the proposed approach. extensive simulations show the satisfactory fdr control and power performance of our approach. in addition, the proposed approach can be easily extended to more than two normal, or non-normal, balance or unbalance cases. |
| WOS关键词 | FALSE DISCOVERY RATE |
| WOS研究方向 | Mathematics |
| WOS类目 | Mathematics, Applied |
| 语种 | 英语 |
| WOS记录号 | WOS:000382008800013 |
| 出版者 | SPRINGER HEIDELBERG |
| URI标识 | http://www.irgrid.ac.cn/handle/1471x/2376289 |
| 专题 | 中国科学院大学 |
| 通讯作者 | Xu, Xing-zhong |
| 作者单位 | 1.Beijing Inst Technol, Sch Math & Stat, Beijing 100081, Peoples R China 2.Univ Chinese Acad Sci, Sch Econ & Management, Beijing 100049, Peoples R China |
| 推荐引用方式 GB/T 7714 | Jin, Pei,Xu, Xing-zhong,Li, Na. Fdr control for pairwise comparisons of normal means based on goodness of fit test[J]. Acta mathematicae applicatae sinica-english series,2016,32(3):701-712. |
| APA | Jin, Pei,Xu, Xing-zhong,&Li, Na.(2016).Fdr control for pairwise comparisons of normal means based on goodness of fit test.Acta mathematicae applicatae sinica-english series,32(3),701-712. |
| MLA | Jin, Pei,et al."Fdr control for pairwise comparisons of normal means based on goodness of fit test".Acta mathematicae applicatae sinica-english series 32.3(2016):701-712. |
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来源：中国科学院大学
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