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Dragon-Kings in financial data - study at different time scales -
dc.contributor | Sornette, Didier, 1957- |
dc.contributor.author | Meseguer Florit, Xavier |
dc.date.accessioned | 2010-12-03T10:37:45Z |
dc.date.available | 2010-12-03T10:37:45Z |
dc.date.issued | 2010-01-27 |
dc.identifier.uri | http://hdl.handle.net/2099.1/10422 |
dc.description | Projecte final de carerra realitzat en col.laboració amb ETH Zurich |
dc.description.abstract | Drawdowns (loss fromthe last local maximum to the next local minimum) o er a more natural measure of the financial market dynamics than fixed time-scale measures. We study the presence of Dragon Kings corresponding to meaningful outliers in the distribution of drawdowns at di erent time scales - from 1-min to daily. Our analysis comprises nine time series of prices of futures tracking major stock indexes (S&P, FT-SE, Nikkei), currencies (Yen, DM) and government bonds (Japan, US, Germany). We find no empirical evidence of the presence of Dragon-Kings for high frequency data, 1-min resolution. Nevertheless, for the largest scales, namely daily, the statistical tests applied demonstrate that the 1% quantile of the largest events of the population of drawdowns belong to a distribution significantly di erent from the rest. For the other scales, the test results are inconclusive. This results suggest that the feedback mechanisms present in the Dragon-Kings require a certain time to buildup. |
dc.language.iso | eng |
dc.publisher | Universitat Politècnica de Catalunya |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Economia i organització d'empreses |
dc.subject.lcsh | Business enterprises -- Finance -- Computer programs |
dc.title | Dragon-Kings in financial data - study at different time scales - |
dc.type | Master thesis (pre-Bologna period) |
dc.subject.lemac | Empreses -- Finances -- Programes d'ordinador |
dc.rights.access | Open Access |
dc.audience.educationlevel | Estudis de primer/segon cicle |
dc.audience.mediator | Escola Tècnica Superior d'Enginyeria de Telecomunicació de Barcelona |
dc.audience.degree | ENGINYERIA DE TELECOMUNICACIÓ (Pla 1992) |