Assessing multicollinearity via identification of high leverage points in financial accounting data / Norazan Mohamed Ramli ... [et al.]

• Main Authors: Mohamed Ramli, Norazan, Mahmud, Zamalia, Zakaria, Husein, Idris, Mohammad Radzi, Abdul Aziz, Alizan
• Format: Article
• Language: English
• Published: Research Management Institute (RMI) 2010
• Subjects: Managerial accounting; Balance sheet. Financial statements. Corporation reports. Including pro forma statements
• Online Access: https://ir.uitm.edu.my/id/eprint/13085/2/13085.pdf; https://ir.uitm.edu.my/id/eprint/13085/; https://smrj.uitm.edu.my/

Inaccurate and invalid statistical inferences in regression analysis may be caused by multicollinearity due to the presence of high leverage points (HLP) in a data set. Therefore, it is important that high leverage point which is a form ofoutlier be detected because its existence can lead to misfitt...