Coverage Properties of a Neural Network Estimator of Finite Population Total in High-Dimensional Space

The problem in nonparametric estimation of finite population total particularly when dealing with high-dimensional datasets is addressed in this paper. The coverage properties of a robust finite population total estimator based on a feedforward backpropagation neural network developed with the help...

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Bibliographic Details
Main Authors: Festus A. Were, George O. Orwa, Romanus O. Otieno, Nicholas Makumi, Ramy Aldallal
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Journal of Mathematics
Online Access:http://dx.doi.org/10.1155/2022/2431308
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