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A copula-based method for synthetic microarray data generation
(Universidad Autónoma de Barcelona, 2012)
In this work, we propose a copula-based method to generate synthetic gene expression data that account for marginal and joint probability distributions features captured from real data. Our method allows us to implant ...
WORLD FINANCIAL RELATIONS: UNDERSTANDING THE CREDIT DERIVATIVE SWAPS (CDS) DEPENDENCE STRUCTURES
(Universidade Federal do Rio Grande do Sul, 2018)
Pricing Crop Revenue Insurance using Parametric Copulas
(EGV EPGE, 2019)
Nonparametric Generation of Synthetic Data Using Copulas
(Universidad EAFITMaestría en Matemáticas AplicadasEscuela de Ciencias Aplicadas e Ingeniería. Departamento de Ciencias MatemáticasMedellín, 2023)
This article presents a novel nonparametric approach to generate synthetic data using copulas, which are functions that explain the dependency structure of the real data. The proposed method addresses several challenges ...
Pricing Crop Revenue Insurance using Parametric Copulas
(EGV EPGE, 2019)
Propuesta metodológica de estimación de reservas de siniestros incurridos pero no reportados (IBNR) utilizando teoría de cópulas para las compañías aseguradoras
(Universidad Nacional de Ingeniería, 2019)