One-Sided Multivariate Tests for High Dimensional Data | Science Publications

Journal of Mathematics and Statistics

Samruam Chongcharoen¹ 

关键词: DNA micro arrays;    multivariate normal;    one-sided multivariate test;   

DOI  :  10.3844/jmssp.2012.274.282

学科分类：社会科学、人文和艺术（综合）

来源: Science Publications

【 摘 要 】

Problem statement: For a multivariate normal population with size smaller than dimension, nApproach: The test statistics for one-sided multivariate hypotheses with n

Results: The simulation study showed that the proposed tests provided reasonable type I error rate for one-sided covariance structures. They also give good powers. The application of these tests was given by testing of one-sided hypotheses on DNA micro array data. Conclusion: Under that there have no such other tests available at present for this kind of hypothesis testing with n

【 授权许可】

Unknown