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20112026
most citedSome Aspects of Modeling Dependence in Copula-based Markov chains

54 citations · 81 across the 13 of their papers we have counts for

collaborators

17 papers

stat.ME2026

New Confidence Regions for Linear Regression Parameters with Stationary-Ergodic Dependent Errors

Mous-Abou Hamadou, Martial Longla, Mathias Nthiani Muia +1

We develop joint confidence regions for linear regression coefficients when the regressors and errors are jointly stationary and ergodic with unspecified serial dependence. The met…

stat.ME2025

An Extension of the d-Variate FGM Copula with Application

Mous-Abou Hamadou, Martial Longla

We introduce an extended d-variate Farlie-Gumbel-Morgenstern (FGM) copula that incorporates additional parameters based on Legendre polynomials to enhance the representation of mul…

math.ST2024

A Point on Discrete versus Continuous State-Space Markov Chains

Mathias N. Muia, Martial Longla

This paper examines the impact of discrete marginal distributions on copula-based Markov chains. We present results on mixing and parameter estimation for a copula-based Markov cha…

math.ST2023

Estimation problems for some perturbations of the independence copula

Martial Longla, Mous-Abou Hamadou

This work provides a study of parameter estimators based on functions of Markov chains generated by some perturbations of the independence copula. We provide asymptotic distributio…

math.ST2023

New copula families and mixing properties

Martial Longla

We characterize absolutely continuous symmetric copulas with square integrable densities in this paper. This characterization is used to create new copula families, that are pertur…

math.ST2021

On some mixing properties of copula-based Markov chains

Martial Longla, Mous-Abou Hamadou, Seraphin Isidore Ngongo

This paper brings some insights of -mixing, -mixing and -mixing for copula-based Markov chains and the perturbations of their copulas. We provide new tools to check Mar…