Pareto parameter estimation by merging locally weighted median of multiple neural networks and weighted least squares

The Pareto distribution plays an important role in many data analysis tasks. An important aspect of this distribution is the estimation of its parameters. Several studies use classical methods, Bayes, and the neural network (NN) to evaluate Pareto parameters. Others have attempted to combine classic...

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Bibliographic Details
Main Authors: Walid Aydi, Mohammed Alatiyyah
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:Alexandria Engineering Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016823011535