This paper examines the performance of the ADF, PP and KPSS tests when using trend-cycle components obtained by signal extraction procedures as opposed to using the original series. It also seeks to determine the causes of the pernicious effects that are observed. The filtering procedures analysed in this paper are those of the ARIMA Model Based (AMB) and the Modified Airline Filter (MAF).