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A Markov Chain Genetic Algorithm Approach for Non-Parametric Posterior Distribution Sampling of Regression Parameters

This paper proposes a genetic algorithm-based Markov Chain approach that can be used for non-parametric estimation of regression coefficients and their statistical confidence bounds. The proposed approach can generate samples from an unknown probability density function if a formal functional form o...

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Hovedforfatter: Parag C. Pendharkar
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-03-01
Serier:Algorithms
Fag:
genetic algorithms
Markov Chains
regression
non-parametric estimation algorithm
Online adgang:https://www.mdpi.com/1999-4893/17/3/111
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