An Algorithm for Reducing Errors-in-Variable Bias in Simple Linear Regression

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.


Reference manual

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2.3 by Mehmet Hakan Satman, 3 years ago

Browse source code at

Authors: Mehmet Hakan Satman (PhD) , Erkin Diyarbakirlioglu (PhD)

Documentation:   PDF Manual  

GPL license

Imports Rcpp

Linking to Rcpp

See at CRAN