MULTIPLE TESTING OF LOCAL MAXIMA FOR DETECTION OF PEAKS IN 1D

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Summary

Simulations show that error levels are maintained for nonasymptotic conditions, and that power is maximized when the smoothing kernel is close in shape and bandwidth to the signal peaks, akin to the matched filter theorem in signal processing.

Type
article
Published
2011-12-01
Cited by
62
References
42
Access
Open access

Keywords

Mathematics, False discovery rate, Bonferroni correction, Maxima, Smoothing

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