Before revision:  The analysis of such data often involves standard univariate statistics such as T-tests, conducted on the Fourier amplitude components (ignoring phase)  .
After revision:  The analysis of such data often involves standard univariate statistics such as T-tests, conducted on the Fourier amplitude components (ignoring phase) , either to test for the presence of a signal, or to compare signals across different conditions .