This paper proposes a new procedure for detecting the presence of periodica
lly collapsing rational bubbles via an analysis of the properties of the re
levant observable time series. The procedure is based on random-coefficient
autoregressive models. An empirical application of the procedure to German
hyperinflation data is examined and discussed. (C) 2001 Elsevier Science B
.V. All rights reserved.