Abstract
The geometric telegrapher’s process has been proposed in 2002 as a model to describe the dynamics of the price of risky assets. In this contribution we consider a related stochastic process, whose trajectories have two alternating slopes, for which the random times between consecutive slope changes have exponential distribution with linearly increasing parameters. This leads to a process characterized by a damped behavior. We study the main features of the transient probability law of the process, and of its stationary limit.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
De Gregorio, A., Iacus, S.M.: Parametric estimation for the standard and geometric telegraph process observed at discrete times, Stat. Infer. Stoch. Process. 11, 249–263 (2008)
Di Crescenzo, A.: On random motions with velocities alternating at Erlang-distributed random times, Adv. Appl. Prob. 33, 690–701 (2001)
Di Crescenzo, A., Martinucci, B.: A damped telegraph random process with logistic stationary distribution, J. Appl. Prob. 47, 84–96 (2010)
Di Crescenzo, A., Pellerey, F.: On prices’ evolutions based on geometric telegrapher’s process, Appl. Stoch. Models Bus. Ind. 18, 171–184 (2002)
Gradshteyn, I.S., Ryzhik, I.M.: Tables of Integrals, Series and Products. 7th Ed. Academic Press, Amsterdam (2007)
Li, M.: A damped diffusion framework for financial modeling and closed-form maximum likelihood estimation, J. Econ. Dyn. Control 34, 132–157 (2010)
Orsingher, E.: Probability law, flow function, maximum distribution of wave-governed random motions and their connections with Kirchoff’s laws, Stoch. Proc. Appl. 34, 49–66 (1990)
Ratanov, N.: A jump telegraph model for option pricing, Quant. Finance 7, 575–583 (2007)
Stadje, W., Zacks, S.: Telegraph processes with random velocities, J. Appl. Prob. 41, 665–678 (2004)
Zacks, S.: Generalized integrated telegraph processes and the distribution of related stopping times, J. Appl. Prob. 41, 497–507 (2004)
Acknowledgements
The research of Antonio Di Crescenzo and Barbara Martinucci has been performed under partial support by MIUR (PRIN 2008).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Italia
About this chapter
Cite this chapter
Di Crescenzo, A., Martinucci, B., Zacks, S. (2012). On the damped geometric telegrapher’s process. In: Perna, C., Sibillo, M. (eds) Mathematical and Statistical Methods for Actuarial Sciences and Finance. Springer, Milano. https://doi.org/10.1007/978-88-470-2342-0_21
Download citation
DOI: https://doi.org/10.1007/978-88-470-2342-0_21
Publisher Name: Springer, Milano
Print ISBN: 978-88-470-2341-3
Online ISBN: 978-88-470-2342-0
eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)