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This dissertation comprises of three stand-alone research papers, all considering the use of high frequency financial data for financial market risk measurement. The first chapter considers the extraction of liquidity information from the intraday limit order book to enhance the daily market...
Persistent link: https://www.econbiz.de/10010200953
Die vorliegende Dissertation befasst sich mit probabilistischen Prognosen, die seit einigen Jahren ein aktives ökonometrisches Forschungsgebiet darstellen. Da solche Prognosen eine vollständige Verteilung für die interessierende Zufallsvariable angeben, beinhalten sie Information über...
Persistent link: https://www.econbiz.de/10010243223
Obtaining the distribution of the profit and loss (PL) of a portfolio is a key problem in market risk measurement. However, existing methods, such as those based on the Normal distribution, and historical simulation methods, which use empirical distribution of risk factors, face difficulties in...
Persistent link: https://www.econbiz.de/10009437795
[40]. Levy copulas allow us to separate the dependence structure from the behavior ofthe marginal components. We consider … op meervoudige bates.Ons gebruik die nuwe konsep van Levy copulas, wat deur Tankov[40] ingelei is. Levycopulas laat toe … van meerveranderlike Levy prosessemet behulp van Levy copulas. Daarna bepaal ons die pryse van opsies op meervoudige …
Persistent link: https://www.econbiz.de/10009442040
This dissertation contains three essays. They are related to the exponential seriesestimation of copulas and the … application of parametric copulas in financialeconometrics. Chapter II proposes a multivariate exponential series estimator (ESE …
Persistent link: https://www.econbiz.de/10009464939
The main objective of this thesis is to develop novel Monte Carlo techniques with emphasis on various applications in finance and economics, particularly in the fields of risk management and asset returns modeling. New stochastic algorithms are developed for rare-event probability estimation,...
Persistent link: https://www.econbiz.de/10009448656
is based on the correlations between the obligors using copulas. Using this probability of default, the price of a … can be observed how a downturn in the economy could affect CDOs. This thesis extends on the use of copulas to simulate the … correlation between obligors. Copulas allow for the creation of one joint distribution using a set of independent distributions …
Persistent link: https://www.econbiz.de/10009464055
The increase in the use of copulas has introduced implementation issues for both practitioners and researchers. One of …) methods. Archimedean copulas are one of the most important classes of copulas that are widely used in both finance and … insurance for modelling dependent risks. However, simulating multivariate Archimedean copulas has always been a difficult task …
Persistent link: https://www.econbiz.de/10009484265
framework based on copulas for modeling dependent multivariate uncertainties through the use of a decision tree. The proposed …
Persistent link: https://www.econbiz.de/10009429291
[40]. Levy copulas allow us to separate the dependence structure from the behavior ofthe marginal components. We consider … op meervoudige bates.Ons gebruik die nuwe konsep van Levy copulas, wat deur Tankov[40] ingelei is. Levycopulas laat toe … van meerveranderlike Levy prosessemet behulp van Levy copulas. Daarna bepaal ons die pryse van opsies op meervoudige …
Persistent link: https://www.econbiz.de/10009429598