Right-truncated Archimedean and related copulas

06/17/2020
by   Marius Hofert, et al.
0

The copulas of random vectors with standard uniform univariate margins truncated from the right are considered and a general formula for such right-truncated conditional copulas is derived. This formula is analytical for copulas that can be inverted analytically as functions of each single argument. This is the case, for example, for Archimedean and related copulas. The resulting right-truncated Archimedean copulas are not only analytically tractable but can also be characterized as tilted Archimedean copulas. This finding allows one, for example, to more easily derive analytical properties such as the coefficients of tail dependence or sampling procedures of right-truncated Archimedean copulas. As another result, one can easily obtain a limiting Clayton copula for a general vector of truncation points converging to zero; this is an important property for (re)insurance and a fact already known in the special case of equal truncation points, but harder to prove without aforementioned characterization. Furthermore, right-truncated Archimax copulas with logistic stable tail dependence functions are characterized as tilted outer power Archimedean copulas and an analytical form of right-truncated nested Archimedean copulas is also derived.

READ FULL TEXT

page 24

page 26

page 27

research
06/02/2021

Semiparametric tail-index estimation for randomly right-truncated heavy-tailed data

It was shown that when one disposes of a parametric information of the t...
research
09/11/2022

A new method for estimating the tail index using truncated sample sequence

This article proposes a new method of truncated estimation to estimate t...
research
03/02/2022

Doubly truncated moment risk measures for elliptical distributions

In this paper, we define doubly truncated moment (DTM), doubly truncated...
research
03/19/2019

QuickSort: Improved right-tail asymptotics for the limiting distribution, and large deviations

We substantially refine asymptotic logarithmic upper bounds produced by ...
research
03/09/2021

The Effect of Stroke on Dementia Onset: Left-Truncation and Right-Censoring

We observe a quarter million people over a period of nine years and are ...
research
09/29/2021

Density functions for QuickQuant and QuickVal

We prove that, for every 0 ≤ t ≤ 1, the limiting distribution of the sca...
research
06/19/2023

Index-mixed copulas

Motivated by the construction of the often analytically tractable Farlie...

Please sign up or login with your details

Forgot password? Click here to reset