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

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Documentation for package ‘eive’ version 3.1.3

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eive-package EIVE - Errors-in-Variable estimation
cga Compact Genetic Algorithm
cga_generate_chromosome Generate Chromosome
eive EIVE - Errors-in-Variable estimation
eive.cga Performs CGA based errors-in-variables correction for a given set of variables. A single independent variable is supposed to be measured subject to error.
eive.cga.formula Performs CGA based errors-in-variables correction for given formula and data. A single independent variable is supposed to be measured subject to error.
eivem Performs CGA based errors-in-variables correction for a given set of variables in case of multiple Y variables are provided.
generate.eive.data Generates simulated errors-in-variables regression data