Estimating The Slope Of Simple Linear Regression In The Presence Of OutliersJournal of Modern Applied Statistical Methods
AbstractIn this article, an estimation procedure to simple linear regression in the presence of outliers is proposed. The performance of the proposed estimator, the AM estimator, is compared with other traditional estimators: least squares, Theil type repeated median, and geometric mean. A numerical example is given to illustrate the proposed estimator. Simulation results indicate that the proposed estimator is accurate and has a high precision in the presence of outliers.
Citation InformationMohammed Al-Haj Ebrahem and Amjad D. Al-Nasser. "Estimating The Slope Of Simple Linear Regression In The Presence Of Outliers" (2005)
Available at: http://works.bepress.com/amjad_al-nasser/2/