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JOURNALS // Zapiski Nauchnykh Seminarov POMI // Archive

Zap. Nauchn. Sem. POMI, 2021 Volume 501, Pages 302–314 (Mi znsl7090)

Bahadur efficiencies of the Epps–Pulley test for normality

B. Ebner, N. Henze

Institute of Stochastics, Karlsruhe Institute of Technology (KIT), Englerstr. 2, D-76133 Karlsruhe

Abstract: The test for normality suggested by Epps and Pulley [9] is a serious competitor to tests based on the empirical distribution function. In contrast to the latter procedures, it has been generalized to obtain a genuine affine invariant and universally consistent test for normality in any dimension. We obtain approximate Bahadur efficiencies for the test of Epps and Pulley, thus complementing recent results of Milos̆ević et al. (see [15]). For certain values of a tuning parameter that is inherent in the Epps–Pulley test, this test outperforms each of its competitors considered in [15], over the whole range of six close alternatives to normality.

Key words and phrases: test for normality, empirical characteristic function, Bahadur efficiency, eigenvalues of integral operators.

UDC: 519.2

MSC: Primary 62F05; Secondary 62G20

Received: 27.06.2021

Language: English



© Steklov Math. Inst. of RAS, 2024