Identification of High Leverage Points in Multiple Linear Regression / Noor Azima Ismail... [et al.]

• Main Authors: Ismail, Nor Azima, Midi, Prof Dr. Habshah, Mohamad Sobri, Norafefah Mohamad Sobri, Zulkifli, Siti Nurani Zulkifli
• Format: Article
• Language: English
• Published: Unit Penerbitan UiTM Kelantan 2016
• Subjects: Electronic digital computers; Computer software; Operating systems (Computers)
• Online Access: http://ir.uitm.edu.my/id/eprint/24068/1/4; http://ir.uitm.edu.my/id/eprint/24068/; http://jmcs.com.my/index.php/jmcs/article/view/8
• Institution: Universiti Teknologi Mara

Outliers with respect to the predictor variables are called high leverage points. The observations that are slightly different from all others can drive to a large difference in the results of regression analysis. In regression analysis, the detection of high leverage points is compulsory, as they w...