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 ...
| License | GPL |
|---|---|
| Tags | rlangcran |
| Ranking | #925794 in MvnRepository (See Top Artifacts) |
| Version ▼ | Vulnerabilities | Repository | Usages | Date | |
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1.3.x | 1.3.1-b7 | BeDataDriven |
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| 1.3.1-b6 | BeDataDriven |
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| 1.3.1-b5 | BeDataDriven |
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| 1.3.1-b4 | BeDataDriven |
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| 1.3.1-b2 | BeDataDriven |
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| 1.3.1-b1 | BeDataDriven |
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| 1.3-b236 | BeDataDriven |
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| 1.3-b223 | BeDataDriven |
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