A New Robust Regression Method Based on Particle Swarm Optimization

DOI10.1080/03610926.2012.718843zbMath1388.62204OpenAlexW2146409954MaRDI QIDQ5259129

Ozge Cagcag, Ufuk Yolcu, Erol Eğrioğlu

Publication date: 24 June 2015

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2012.718843

zbMATH Keywords

predictionsimulationlinear modelparticle swarm optimizationrobust regression estimator

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Approximation methods and heuristics in mathematical programming (90C59)

Related Items (3)

Particle swarm optimization based ridge logistic estimator ⋮ An adaptive weighted least squares ratio approach for estimation of heteroscedastic linear regression model in the presence of outliers ⋮ A new alternative estimation method for Liu-type logistic estimator via particle swarm optimization: an application to data of collapse of Turkish commercial banks during the Asian financial crisis

Cites Work

• A Novel Regression Approach: Least Squares Ratio
• Robust Statistics

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