Based on results in extreme value theory, improved analytic estimations of false alarm probabilities are given.
References
Baluev, R. V. (2008). Assessing the statistical significance of periodogram peaks. Monthly Notices of the Royal Astronomical Society, 385(3), 1279-1285.