Package: eive 3.1.3

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.

Authors:Mehmet Hakan Satman, Erkin Diyarbakirlioglu

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eive.pdf |eive.html
eive/json (API)

# Install 'eive' in R:
install.packages('eive', repos = c('https://jbytecode.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/jbytecode/eive/issues

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

compact-genetic-algorithmerrors-in-variableslinear-regression

2.70 score 1 stars 6 scripts 284 downloads 6 exports 1 dependencies

Last updated 1 years agofrom:8bde23346c. Checks:OK: 1 NOTE: 8. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 09 2024
R-4.5-win-x86_64NOTENov 09 2024
R-4.5-linux-x86_64NOTENov 09 2024
R-4.4-win-x86_64NOTENov 09 2024
R-4.4-mac-x86_64NOTENov 09 2024
R-4.4-mac-aarch64NOTENov 09 2024
R-4.3-win-x86_64NOTENov 09 2024
R-4.3-mac-x86_64NOTENov 09 2024
R-4.3-mac-aarch64NOTENov 09 2024

Exports:cgacga_generate_chromosomeeive.cgaeive.cga.formulaeivemgenerate.eive.data

Dependencies:Rcpp