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| Content Provider | Springer Nature Link |
|---|---|
| Author | Montero, M. Masoliver, J. |
| Copyright Year | 2007 |
| Abstract | An intense research on financial market microstructure is presently in progress. Continuous time random walks (CTRWs) are general models capable to capture the small-scale properties that high frequency data series show. The use of CTRW models in the analysis of financial problems is quite recent and their potentials have not been fully developed. Here we present two (closely related) applications of great interest in risk control. In the first place, we will review the problem of modelling the behaviour of the mean exit time (MET) of a process out of a given region of fixed size. The surveyed stochastic processes are the cumulative returns of asset prices. The link between the value of the MET and the timescale of the market fluctuations of a certain degree is crystal clear. In this sense, MET value may help, for instance, in deciding the optimal time horizon for the investment. The MET is, however, one among the statistics of a distribution of bigger interest: the survival probability (SP), the likelihood that after some lapse of time a process remains inside the given region without having crossed its boundaries. The final part of the manuscript is devoted to the study of this quantity. Note that the use of SPs may outperform the standard “Value at Risk" (VaR) method for two reasons: we can consider other market dynamics than the limited Wiener process and, even in this case, a risk level derived from the SP will ensure (within the desired quintile) that the quoted value of the portfolio will not leave the safety zone. We present some preliminary theoretical and applied results concerning this topic. |
| Starting Page | 181 |
| Ending Page | 185 |
| Page Count | 5 |
| File Format | |
| ISSN | 14346028 |
| Journal | The European Physical Journal B |
| Volume Number | 57 |
| Issue Number | 2 |
| e-ISSN | 14346036 |
| Language | English |
| Publisher | EDP Sciences |
| Publisher Date | 2007-05-16 |
| Publisher Place | Les Ulis |
| Access Restriction | One Nation One Subscription (ONOS) |
| Subject Keyword | Condensed Matter Physics Complexity Fluids Solid State Physics and Spectroscopy Superconductivity, Superfluidity, Quantum Fluids |
| Content Type | Text |
| Resource Type | Article |
| Subject | Electronic, Optical and Magnetic Materials Condensed Matter Physics |
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