JSM 2004 - Toronto

Abstract #301469

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Activity Number: 84
Type: Contributed
Date/Time: Monday, August 9, 2004 : 8:30 AM to 10:20 AM
Sponsor: Business and Economics Statistics Section
Abstract - #301469
Title: Modeling Market Returns with a Speculative Bubble
Author(s): Leonard C. MacLean*+
Companies: Dalhousie University
Address: 6152 Coburg Rd., Halifax, NS, B3H 3J5, Canada
Keywords: securities ; bubbles ; shocks ; returns
Abstract:

We define a model for market returns, which, under certain conditions, determines the emergence of a speculative bubble in the economy, and drives more generally bond and equity returns. The dynamic equations in the model contain a shock term, whose size and intensity depend on yield differentials. A methodology for fitting parameters and shocks to actual returns is presented. Fitting the shocks requires solving an integer programming problem. The methods are applied to data on U.S. bonds and securities.


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