Results 81 to 90 of about 2,718,811 (196)

Copula-based testing for dependence structures.. [PDF]

open access: yes
This thesis describes tests for specific dependence structures between two random variables, in particular: quadrant dependence, tail monotonicity and stochastic monotonicity.
Sznajder, Dominik
core  

Dynamic stochastic copula models: Estimation, inference and applications [PDF]

open access: yes
We propose a new dynamic copula model where the parameter characterizing dependence follows an autoregressive process. As this model class includes the Gaussian copula with stochastic correlation process, it can be viewed as a generalization of ...
Hafner, Christian M., Manner, Hans
core  

Enhancing health risk assessment for soil heavy metal (loid)s using a copula-based monte carlo simulation method

open access: yesEcotoxicology and Environmental Safety
In probabilistic health risk assessment (HRA) of multiple soil heavy metal(loid)s (HMs), Monte Carlo Simulation (MCS) typically ignores inter-element correlations during concentration simulation, potentially compromising risk estimation accuracy. In this
Xiaohui Wang   +3 more
doaj   +1 more source

Wavelet Estimation for Density and Copula Functions

open access: yesMathematics
This article investigates the problem of univariate and bivariate density estimation using wavelet decomposition techniques. Special attention is given to the estimation of copula functions, which capture the dependence structure between random variables
Heni Boubaker, Houcem Belgacem
doaj   +1 more source

A Bayesian copula model for stochastic claims reserving [PDF]

open access: yes
We present a full Bayesian model for assessing the reserve requirement of multiline Non-Life insurance companies. Bayesian models for claims reserving allow to account for expert knowledge in the evaluation of Outstanding Loss Liabilities, allowing the ...
Luca Regis
core  

Copula-Based Mixtures of Regression Models for Multivariate Response Data

open access: yes, 2023
In recent years, the use of mixtures of regression models in clustering has gained popularity due to its ability to account for underlying heterogeneity and provide representative interpretations of covariate effects.
Cui, Claire
core  

Efficient estimation of parameters in marginals in semiparametric multivariate models [PDF]

open access: yes
Recent literature on semiparametric copula models focused on the situation when the marginals are specified nonparametrically and the copula function is given a parametric form.
Artem Prokhorov, Valentyn Panchenko
core  

Small Sample Properties of Copula-GARCH Modelling: A Monte Carlo Study [PDF]

open access: yes
Copula-GARCH models have been recently proposed in the financial literature as a statistical tool to build flexible multivariate distributions. Our extensive simulation studies investigate the small sample properties of these models and examine how ...
Dean Fantazzini   +3 more
core  

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