Naslov
Asymmetric Levy Flight in Financial Ratios

Autori
Podobnik, Boris ; Valentinčić, Aljoša ; Horvatić, Davor ; Stanley, Eugene H.

Izvornik
Proceedings of the National Academy of Sciences of the United States of America (0027-8424) 108 (2011), 44; 17883-17888

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
financial ratios; complex systems; econophysics; rating migrations

Sažetak
Because financial crises are characterized by dangerous rare events that occur more frequently than those predicted by models with finite variances, we investigate the underlying stochastic process generating these events. In the 1960s Mandelbrot [Mandelbrot B (1963) J Bus 36:394–419] and Fama [Fama EF (1965) J Bus 38:34– 105] proposed a symmetric Lévy probability distribution function (PDF) to describe the stochastic properties of commodity changes and price changes. We find that an asymmetric Lévy PDF, L, characterized by infinite variance, models several multiple credit ratios used in financial accounting to quantify a firm’s financial health, such as the Altman [Altman EI (1968) J Financ 23:589–609] Z score and the Zmijewski [Zmijewski ME (1984) J Accounting Res 22:59–82] score, and models changes of individual financial ratios, ΔXi. We thus find that Lévy PDFs describe both the static and dynamics of credit ratings. We find that for the majority of ratios, ΔXi scales with the Lévy parameter ! ! 1, even though only a few of the individual ratios are characterized by a PDF with power-law tails with infinite variance. We also find that " exhibits a striking stability over time. A key element in estimating credit losses is the distribution of credit rating changes, the functional form of which is unknown for alphabetical ratings. For continuous credit ratings, the Altman Z score, we find that pdf follows a Lévy PDF with power-law exponent ! ! 1, consistent with changes of individual financial ratios. Estimating the conditional pdf versus Z, we demonstrate how this continuous credit rating approach and its dynamics can be used to evaluate credit risk.

Izvorni jezik
Engleski

Znanstvena područja
Fizika, Ekonomija

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