The performance of diagnostic-robust generalized potentials for the identification of multiple high leverage points in linear regression
Leverage values are being used in regression diagnostics as measures of influential observations in the X-space. Detection of high leverage values is crucial because of their responsibility for misleading conclusion about the fitting of a regression model, causing multicollinearity problems, masking...
Published in: | Journal of Applied Statistics |
---|---|
Main Author: | Habshah M.; Norazan M.R.; Imon A.H.M.R. |
Format: | Article |
Language: | English |
Published: |
2009
|
Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-70449440325&doi=10.1080%2f02664760802553463&partnerID=40&md5=bc708d903f4383b69bea3cdb61838654 |
Similar Items
-
Multiple Linear Regression Model for Total Bed Material Load Prediction
by: 2-s2.0-33645829512
Published: (2006) -
Predicting Intention to Purchase Halal Products Among Malaysian Muslim Undergraduate Students Using Multiple Linear Regression
by: Zainnuddin P.F.A.; Azmi A.
Published: (2025) -
Performance of multiple linear regression model for long-term PM 10 concentration prediction based on gaseous and meteorological parameters
by: 2-s2.0-84866261034
Published: (2012) -
Comparison of Multiple Regression and Model Averaging Model-Building Approach for Missing Data with Multiple Imputation
by: 2-s2.0-85211465762
Published: (2024) -
Educational Building's Energy Consumption Independent Variables Analysis using Linear Regression Model: A Comparative Study
by: Mustapa R.F.; Hamizah Mohd Nordin A.; Hairuddin M.A.; Suhaifiza W Ibrahim W.; Mohd Saleh S.A.; Dahlan N.Y.; Yassin I.M.
Published: (2023)