Showing 1 - 10 of 21
Factor models have large potential in the modeling of several natural and human phenomena. In this paper we consider a multivariate time series Yn, n≥1, rescaled through random factors Tn, n≥1, extending some scale mixture models in the literature. We analyze its extremal behavior by...
Persistent link: https://www.econbiz.de/10011263466
In this work, we introduce the s,k-extremal coefficients for studying the tail dependence between the s-th lower and k-th upper order statistics of a normalized random vector. If its margins have tail dependence then so do their order statistics, with the strength of bivariate tail dependence...
Persistent link: https://www.econbiz.de/10011041938
with respect to that of its margins, and has been often studied by using the tail dependence function of its copula. A tail … densities. The relation between the copula tail densities and regularly varying densities are established, and the tail … extremal dependence analysis on a vine copula, for which the tail density can be written recursively in the product form of …
Persistent link: https://www.econbiz.de/10010594218
This paper deals with the problem of estimating the tail of a bivariate distribution function. To this end we develop a general extension of the POT (peaks-over-threshold) method, mainly based on a two-dimensional version of the Pickands–Balkema–de Haan Theorem. We introduce a new parameter...
Persistent link: https://www.econbiz.de/10010678851
terms of bivariate copulas that link observed data to latent variables. The representation is called a factor copula model …. Dependence and tail properties of the model are obtained. The factor copula model can handle multivariate data with tail … dependence and tail asymmetry, properties that the multivariate normal copula does not possess. It is a good choice for modeling …
Persistent link: https://www.econbiz.de/10010681791
We consider copulas with a given diagonal section and compute the explicit density of the unique optimal copula which … maximizes the entropy. In this sense, this copula is the least informative among the copulas with a given diagonal section. We … give an explicit criterion on the diagonal section for the existence of the optimal copula and give a closed formula for …
Persistent link: https://www.econbiz.de/10011263456
product of the density of the transformed data and marginal densities, which coincides with the copula representation of … can be decomposed into the KLIC of the marginal densities and that of the copula density. We derive the convergence rate … presented. The estimated conditional copula density provides useful insight into the joint movements of the US and UK markets …
Persistent link: https://www.econbiz.de/10011189581
The joint distribution of order statistics is characterized without reference to a parent distribution. To this end, the possible univariate margins of such a distribution are first determined. The class of possible copulas K is then characterized under the assumption of continuous margins...
Persistent link: https://www.econbiz.de/10010776641
Functions operating on multivariate distribution and survival functions are characterized, based on a theorem of Morillas, for which a new proof is presented. These results are applied to determine those classical mean values on [0,1]n which are distribution functions of probability measures on...
Persistent link: https://www.econbiz.de/10011041987
Considering multivariate strongly mixing time series, nonparametric tests for a constant copula with specified or …
Persistent link: https://www.econbiz.de/10011042016