The Shapiro--Wilk test (SW) and the Anderson--Darling test (AD) turned out to be strong procedures for testing for normality. They are joined by a class of tests for normality proposed by Epps and Pulley that, in contrary to SW and AD, have been extended by Baringhaus and Henze to yield easy-to-use affine invariant and universally consistent tests for normality in any dimension. The limit null distribution of the Epps--Pulley test involves a sequences of eigenvalues of a certain integral operator induced by the covariance kernel of the limiting Gaussian process. We solve the associated integral equation and present the corresponding eigenvalues.
翻译:Shapiro-Wilk试验(SW)和Anderson-Darling试验(AD)是正常测试的有力程序,与Epps和Pulley提议的一类正常测试相配合,与SW和AD相反,Baringhaus和Henze扩大了这种测试的范围,以产生容易使用的同系物异差和任何层面普遍一致的正常测试。Epps-Pulley试验的无效分布限制涉及由限制高斯恩过程的共性内核引发的某个整体操作器的精度值序列。我们解决了相关的整体方程式,并提出了相应的同源值。