On testing for the presence of hidden periodicities in time series

Abstract

We study the problem of test based on the periodogram, which can be used to test the null hypothesis H₀ that the series is composed of specied linear process against the alternative hypothesis H₁ that there is an additional deterministic periodic component.

Keywords: Linear process; Periodogram; Kolmogorov-Smirnov test.