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galts

Genetic Algorithms and C-Steps Based LTS (Least Trimmed Squares) Estimation

v1.3.2 · Aug 20, 2023 · GPL

Description

Includes the ga.lts() function that estimates LTS (Least Trimmed Squares) parameters using genetic algorithms and C-steps. ga.lts() constructs a genetic algorithm to form a basic subset and iterates C-steps as defined in Rousseeuw and van-Driessen (2006) to calculate the cost value of the LTS criterion. OLS (Ordinary Least Squares) regression is known to be sensitive to outliers. A single outlying observation can change the values of estimated parameters. LTS is a resistant estimator even the number of outliers is up to half of the data. This package is for estimating the LTS parameters with lower bias and variance in a reasonable time. Version >=1.3 includes the function medmad for fast outlier detection in linear regression.

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Maintainer: ‘Mehmet Hakan Satman <mhsatman@istanbul.edu.tr>’

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NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Mehmet Hakan Satman <mhsatman@istanbul.edu.tr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Mehmet", "Hakan"),
                    family = "Satman",
                    role = c("aut", "cre"),
                    email = "mhsatman@istanbul.edu.tr")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Mehmet Hakan Satman <mhsatman@istanbul.edu.tr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Mehmet", "Hakan"),
                    family = "Satman",
                    role = c("aut", "cre"),
                    email = "mhsatman@istanbul.edu.tr")
as necessary.

Dependency Network

Dependencies Reverse dependencies genalg DEoptim galts

Version History

new 1.3.2 Mar 9, 2026