BEST: A Nonparametric, Multiwavelength Detector for Faint SETI Signals

To the point

BEST is a nonparametric SETI detector that flags unusual beacon-like signals in high-dimensional, multiwavelength data and provides a distance-like measure, outperforming Mahalanobis in near-infrared tests and scaling better with more wavelengths.

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Nonparametric Approach to Weak Signal Detection in the Search for Extraterrestrial Intelligence (SETI)

It might be easier for intelligent extraterrestrial civilizations to be found when they mark their position with a bright laser beacon. Given the possible distances involved, however, it is likely that weak signal detection techniques would still be