A multivariate distribution possessing arbitrarily parameterized Pareto margins is formulated and studied. The distribution is believed to allow for an adequate modeling of dependent heavy tailed risks with a non-zero probability of simultaneous loss. Numerous links to certain existing probabilistic models, as well as seemingly useful characteristic results are proved. Expressions for, e.g., decumulative distribution functions, densities, (joint) moments and regressions are developed. An application to the classical pricing problem is considered, and some formulas are derived using the recently introduced economic weighted premium calculation principles
AbstractThe investigation of multivariate generalized Pareto distributions (GPDs) has begun only rec...
The classical multivariate Pareto model, which was referred to by Arnold [Arnold, B.C., 1983. Pareto...
Contains fulltext : 182099.pdf (publisher's version ) (Open Access
Simultaneous loss Economic weighted pricing ied. The distribution is believed to allow for an adequa...
Evaluating risk measures, premiums, and capital allocation based on dependent multi-losses is a noto...
Title: Multivariate Pareto distribution Author: Oleksandr Novytskyi Department: Department of Probab...
Multivariate generalized Pareto distributions arise as the limit distributions of exceedances over m...
Multivariate generalized Pareto distributions arise as the limit distributions of exceedances over m...
International audienceThe Pareto model is very popular in risk management, since simple analytical f...
Abstract. The copula of a multivariate distribution is the distribution transformed to have uniform ...
The multivariate generalized Pareto distribution arises as the limit of a suitably normalized vector...
Many families of distributions have been proposed to describe insurance losses. The process of findi...
Statistical inference for extremes has been a subject of intensive research over the past couple of ...
This note analyzes some properties of the Pareto Type III distribution. A three-parameter version of...
textabstractWhen assessing the impact of extreme events, it is often not just a single component, bu...
AbstractThe investigation of multivariate generalized Pareto distributions (GPDs) has begun only rec...
The classical multivariate Pareto model, which was referred to by Arnold [Arnold, B.C., 1983. Pareto...
Contains fulltext : 182099.pdf (publisher's version ) (Open Access
Simultaneous loss Economic weighted pricing ied. The distribution is believed to allow for an adequa...
Evaluating risk measures, premiums, and capital allocation based on dependent multi-losses is a noto...
Title: Multivariate Pareto distribution Author: Oleksandr Novytskyi Department: Department of Probab...
Multivariate generalized Pareto distributions arise as the limit distributions of exceedances over m...
Multivariate generalized Pareto distributions arise as the limit distributions of exceedances over m...
International audienceThe Pareto model is very popular in risk management, since simple analytical f...
Abstract. The copula of a multivariate distribution is the distribution transformed to have uniform ...
The multivariate generalized Pareto distribution arises as the limit of a suitably normalized vector...
Many families of distributions have been proposed to describe insurance losses. The process of findi...
Statistical inference for extremes has been a subject of intensive research over the past couple of ...
This note analyzes some properties of the Pareto Type III distribution. A three-parameter version of...
textabstractWhen assessing the impact of extreme events, it is often not just a single component, bu...
AbstractThe investigation of multivariate generalized Pareto distributions (GPDs) has begun only rec...
The classical multivariate Pareto model, which was referred to by Arnold [Arnold, B.C., 1983. Pareto...
Contains fulltext : 182099.pdf (publisher's version ) (Open Access