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Detecting periodically collapsing bubbles: a Markov-switching unit root test

✍ Scribed by Stephen G. Hall; Zacharias Psaradakis; Martin Sola


Publisher
John Wiley and Sons
Year
1999
Tongue
English
Weight
143 KB
Volume
14
Category
Article
ISSN
0883-7252

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✦ Synopsis


This paper addresses the problem of testing for the presence of a stochastic bubble in a time series in the case that the bubble is periodically collapsing so that the asset price keeps returning to the level implied by the market fundamentals. As this is essentially a problem of identifying the collapsing periods from the expanding ones, we propose using a generalization of the Dickey±Fuller test procedure which makes use of the class of Markov regime-switching models. The potential of the new methodology is illustrated via simulation, and an empirical example is given.