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FS
2006
102views more  FS 2006»
13 years 5 months ago
Bounds for Functions of Dependent Risks
Abstract The problem of finding the best-possible lower bound on the distribution of a non-decreasing function of n dependent risks is solved when n = 2 and a lower bound on the co...
Paul Embrechts, Giovanni Puccetti
MA
2010
Springer
168views Communications» more  MA 2010»
13 years 3 months ago
Bounds for the sum of dependent risks having overlapping marginals
We describe several analytical and numerical procedures to obtain bounds on the distribution function of a sum of n dependent risks having fixed overlapping marginals. As an appl...
Paul Embrechts, Giovanni Puccetti
EUSFLAT
2007
154views Fuzzy Logic» more  EUSFLAT 2007»
13 years 6 months ago
Bounds for Value at Risk for Asymptotically Dependent Assets - the Copula Approach
The theory of copulas provides a useful tool for modeling dependence in risk management. In insurance and finance, as well as in other applications, dependence of extreme events ...
Piotr Jaworski
NIPS
2003
13 years 6 months ago
Sparseness of Support Vector Machines---Some Asymptotically Sharp Bounds
The decision functions constructed by support vector machines (SVM’s) usually depend only on a subset of the training set—the so-called support vectors. We derive asymptotical...
Ingo Steinwart