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.