Fast improvised influential distance for the identification of influential observations in multiple linear regression

• Main Authors: Midi, Habshah, Sani, Muhammad, Ismaeel, Shelan Saied, Arasan, Jayanthi
• Format: Article
• Language: English
• Published: Penerbit Universiti Kebangsaan Malaysia 2021
• Online Access: http://psasir.upm.edu.my/id/eprint/97310/1/ABSTRACT.pdf; http://psasir.upm.edu.my/id/eprint/97310/; https://www.ukm.my/jsm/english_journals/vol50num7_2021/vol50num7_2021pg2085-2094.html

Influential observations (IO) are those observations that are responsible for misleading conclusions about the fitting of a multiple linear regression model. The existing IO identification methods such as influential distance (ID) is not very successful in detecting IO. It is suspected that the ID e...