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Random dynamics and finance: constructing implied binomial trees from a predetermined stationary density
Authors:Wael Bahsoun  Paweł Góra  Silvia Mayoral  Manuel Morales
Institution:1. University of Manchester, U.K.;2. Concordia University, Montreal, Que., Canada;3. University of Navarra, Spain;4. University of Montreal, Que., Canada
Abstract:We introduce a general binomial model for asset prices based on the concept of random maps. The asymptotic stationary distribution for such model is studied using techniques from dynamical systems. In particular, we present a technique to construct a general binomial model with a predetermined stationary distribution. This technique is independent of the chosen distribution making our model potentially useful in financial applications. We briefly explore the suitability of our construction as an implied binomial tree. Copyright © 2006 John Wiley & Sons, Ltd.
Keywords:implied binomial trees  random map  binomial model  Perron–  Frobenius operator
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