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The laws of the iterated logarithm for two kinds of PP statistics

Cui Hengjian

Statistics & Probability Letters, 1997, vol. 32, issue 3, 235-243

Abstract: Motivated by recent work on exploratory Projection Pursuit (PP), we define the smoothing PP Kolmogorov-Smirnov statistics and the smoothing PP Crámer-von Mises statistics based on one-dimensional projections. We demonstrate the Laws of the Iterated Logarithm (LIL) for the PP Kolmogorov-Smirnov statistics, the PP Crámer-von Mises statistics hold. The conditions and results of the LIL in this paper are same as those of the LIL in one-dimensional empirical processes.

Keywords: Projection; pursuit; Laws; of; the; iterated; logarithm; Smoothing; statistics; Empirical; processes (search for similar items in EconPapers)
Date: 1997
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