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arxiv: 1805.04927 · v1 · pith:LKQIJEVZnew · submitted 2018-05-13 · 📊 stat.ML · cs.LG

Lehmer Transform and its Theoretical Properties

classification 📊 stat.ML cs.LG
keywords transformlehmerfunctionpropertiesproposedtheoreticalalternativeanalyzing
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We propose a new class of transforms that we call {\it Lehmer Transform} which is motivated by the {\it Lehmer mean function}. The proposed {\it Lehmer transform} decomposes a function of a sample into their constituting statistical moments. Theoretical properties of the proposed transform are presented. This transform could be very useful to provide an alternative method in analyzing non-stationary signals such as brain wave EEG.

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