eive: An Algorithm for Reducing Errors-in-Variable Bias in Simple and Multiple Linear Regressions

Performs a compact genetic algorithm search to reduce errors-in-variables bias in linear regression. The algorithm estimates the regression parameters with lower biases and higher variances but mean-square errors (MSEs) are reduced.

Package details

AuthorMehmet Hakan Satman (Ph.D.), Erkin Diyarbakirlioglu (Ph.D.)
MaintainerMehmet Hakan Satman <mhsatman@istanbul.edu.tr>
Package repositoryView on CRAN
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eive documentation built on Aug. 21, 2023, 5:11 p.m.