关于高维双样本均值检验的一个注记
A Note on High Dimensional Two Sample Mean Test
摘要:
本文提出了一种新的标量和平移变换不变的检验统计量,用于高维两样本位置检验。在原假设下,我们检验的期望值正好为零。我们允许维数可以是任意大的。理论结果和仿真比较表明,我们的测试性能良好。
英文摘要:
In this paper, we propose a new scalar and shift transform invariant test statistic for the high-dimensional two-sample location test. The expectation of our test is exactly zero under the null hypothesis. And we allow the dimension could be arbitrary large. Theoretical results and simulation comparison show the good performance of our test.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。