A study of periodograms standardized using training data sets and application to exoplanet detection

Sophia Sulis, David Mary, Lionel Bigot

When the noise affecting time series is colored with unknown statistics, a difficulty for sinusoid detection is to control the true significance level of the test outcome. This pap…