[eng] In this paper we compare ways of computing stationarity tests. We show that whereas some of the procedures recommended lead to inconsistency of the tests, it is still possible to compute a test with good properties in finite sample in terms of empirical size and power. The guidance suggested in the paper is illustrated by testing for the purchasing power parity hypothesis in some developed countries.