On Regression Analysis with Data Cleaning via Trimming, Winsorization, and Dichotomization

DOI10.1080/03610910500307695zbMath1087.62080OpenAlexW2076223018MaRDI QIDQ5719259

Donald Lien, Narayanaswamy Balakrishnan

Publication date: 18 January 2006

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610910500307695

zbMATH Keywords

correlationgoodness-of-fitregressiontrimmingwinsorizationdata cleaning

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Applications of statistics to actuarial sciences and financial mathematics (62P05) Linear inference, regression (62J99)

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Some results on multiple regression analysis with data cleaned by trimming and winsorization

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