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, maski...
| Main Authors: | Midi, Habshah, Mohamed Ramli, Norazan, Imon, A. H. M. Rahmatullah |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Taylor & Francis
2009
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/17260/ http://psasir.upm.edu.my/id/eprint/17260/1/The%20performance%20of%20diagnostic.pdf |
Similar Items
Fast improvised diagnostic robust measure for the identification of high leverage points in multiple linear regression
by: Midi, Habshah, et al.
Published: (2018)
by: Midi, Habshah, et al.
Published: (2018)
A new robust diagnostic plot for classifying good and bad high leverage points in a multiple linear regression model
by: Alguraibawi, Mohammed, et al.
Published: (2015)
by: Alguraibawi, Mohammed, et al.
Published: (2015)
Two steps robust Mahanalobis method for identification of multiple high leverage points
by: Bagheri, Arezoo, et al.
Published: (2009)
by: Bagheri, Arezoo, et al.
Published: (2009)
The performance of robust-diagnostic F in the identification of multiple high leverage points
by: Midi, Habshah, et al.
Published: (2015)
by: Midi, Habshah, et al.
Published: (2015)
Robust logistic diagnostic for the identification of high leverage points in logistic regression model
by: Ariffin @ Mat Zin, Syaiba Balqish, et al.
Published: (2010)
by: Ariffin @ Mat Zin, Syaiba Balqish, et al.
Published: (2010)
Diagnostic-robust generalized potentials for identifying high leverage points in mediation analysis
by: Fitrianto, Anwar, et al.
Published: (2010)
by: Fitrianto, Anwar, et al.
Published: (2010)
A robust estimation of linear model with multiple high leverage points
by: Bagheri, A., et al.
Published: (2009)
by: Bagheri, A., et al.
Published: (2009)
Robust bootstrap procedure for estimation of binary logistic regression model in the presence of high leverage points with medical applications
by: Ariffin, Syaiba Balqish, et al.
Published: (2021)
by: Ariffin, Syaiba Balqish, et al.
Published: (2021)
Diagnostic robust generalised potentials based on GM6 to identify high leverage points in simultaneous regression model
by: Midi, Habshah, et al.
Published: (2017)
by: Midi, Habshah, et al.
Published: (2017)
Identification of High Leverage Points in Multiple Linear Regression / Noor Azima Ismail... [et al.]
by: Ismail, Nor Azima, et al.
Published: (2016)
by: Ismail, Nor Azima, et al.
Published: (2016)
A remedial measure of multicollinearity in multiple linear regression in the presence of high leverage points
by: Ismaeel, Shelan Saied, et al.
Published: (2024)
by: Ismaeel, Shelan Saied, et al.
Published: (2024)
A remedial measure of multicollinearity in multiple linear regression in the presence of high leverage points
by: Saied Ismaeel, Shelan, et al.
Published: (2024)
by: Saied Ismaeel, Shelan, et al.
Published: (2024)
Fast and robust diagnostic technique for the detection of high leverage points
by: Midi, Habshah, et al.
Published: (2020)
by: Midi, Habshah, et al.
Published: (2020)
Robust support vector regression model in the presence of outliers and leverage points
by: Dhhan, Waleed, et al.
Published: (2017)
by: Dhhan, Waleed, et al.
Published: (2017)
Robust heteroscedasticity consistent covariance matrix estimator based on robust mahalanobis distance and diagnostic robust generalized potential weighting methods in linear regression
by: Midi, Habshah, et al.
Published: (2018)
by: Midi, Habshah, et al.
Published: (2018)
Robust estimations as a remedy for multicollinearity caused by multiple high leverage points
by: Bagheri, Arezoo, et al.
Published: (2009)
by: Bagheri, Arezoo, et al.
Published: (2009)
Estimation of parameters in heteroscedastic multiple regression model using leverage based near-neighbors.
by: Midi, Habshah, et al.
Published: (2009)
by: Midi, Habshah, et al.
Published: (2009)
The Application of Robust Multicollinearity Diagnostic Method Based on Robust Coefficient Determination to a Non-Collinear Data.
by: Midi, Habshah, et al.
Published: (2010)
by: Midi, Habshah, et al.
Published: (2010)
Preliminary estimators for robust non-linear regression estimation
by: Midi, Habshah
Published: (1999)
by: Midi, Habshah
Published: (1999)
Robust diagnostic and estimation for binary logistic regression model in the presence of multicollinearity and high leverage points
by: Ariffin @ Mat Zin, Syaiba Balqish
Published: (2018)
by: Ariffin @ Mat Zin, Syaiba Balqish
Published: (2018)
Diagnostics of fitted binary logistic regression model based on individual subjects and covariate patterns
by: Sarkar, S. K., et al.
Published: (2010)
by: Sarkar, S. K., et al.
Published: (2010)
The performance of Diagnostic-Robust F in the identification of multivariate outliers.
by: Midi, Habshah
by: Midi, Habshah
Weighted high leverage collinear robust ridge estimator in logistic regression model
by: Ariffin, Syaiba Balqish, et al.
Published: (2018)
by: Ariffin, Syaiba Balqish, et al.
Published: (2018)
Robust estimation technique and robust autocorrelation diagnostic for multiple Linear Regression Model with autocorrelated errors
by: Lim, Hock Ann
Published: (2014)
by: Lim, Hock Ann
Published: (2014)
Robust Estimation Methods and Robust Multicollinearity Diagnostics for Multiple Regression Model in the Presence of High Leverage Collinearity-Influential Observations
by: Bagheri, Arezoo
Published: (2011)
by: Bagheri, Arezoo
Published: (2011)
Robust diagnostic and parameter estimation for multiple linear and panel data regression models
by: Sani, Muhammad
Published: (2018)
by: Sani, Muhammad
Published: (2018)
Modified least trimmed quantile regression to overcome effects of leverage points
by: Midi, Habshah, et al.
Published: (2020)
by: Midi, Habshah, et al.
Published: (2020)
The performance of clustering approach with robust mm-estimator for multiple outlier detection in linear regression
by: Mohd. Azmi, Nurulhuda Firdaus, et al.
Published: (2006)
by: Mohd. Azmi, Nurulhuda Firdaus, et al.
Published: (2006)
Diagnostics for residual outliers using deviance component in binary logistic regression.
by: Ahmad, Sanizah, et al.
Published: (2011)
by: Ahmad, Sanizah, et al.
Published: (2011)
Robust estimators in logistic regression: A comparatives simulation study.
by: Midi, Habshah, et al.
Published: (2010)
by: Midi, Habshah, et al.
Published: (2010)
The effect of high leverage points on the logistic ridge regression estimator having multicollinearity
by: Ariffin @ Mat Zin, Syaiba Balqish, et al.
Published: (2013)
by: Ariffin @ Mat Zin, Syaiba Balqish, et al.
Published: (2013)
A comparison of various influential points diagnostic methods and robust regression approaches: reanalysis of interstitial lung disease data
by: Bagheri, Arezoo, et al.
Published: (2010)
by: Bagheri, Arezoo, et al.
Published: (2010)
Fast improvised influential distance for the identification of influential observations in multiple linear regression
by: Habshah Midi,, et al.
Published: (2021)
by: Habshah Midi,, et al.
Published: (2021)
Fast improvised influential distance for the identification of influential observations in multiple linear regression
by: Midi, Habshah, et al.
Published: (2021)
by: Midi, Habshah, et al.
Published: (2021)
Identification of high leverage points in binary logistic regression
by: Fitrianto, Anwar, et al.
Published: (2016)
by: Fitrianto, Anwar, et al.
Published: (2016)
Identification of multiple outliers in a generalized linear model with continuous variables
by: Loo, Yee Peng, et al.
Published: (2016)
by: Loo, Yee Peng, et al.
Published: (2016)
Robust Estimation of a Linearized Nonlinear Regression Model
with Heteroscedastic Errors:A Simulation Study
by: Midi, Habshah
Published: (1998)
by: Midi, Habshah
Published: (1998)
The effect of high leverage points on non-autocorrelated data.
by: Midi, Habshah
by: Midi, Habshah
A robust rescaled moment test for normality in regression
by: Rana, Md. Sohel, et al.
Published: (2009)
by: Rana, Md. Sohel, et al.
Published: (2009)
On a robust estimator in heteroscedastic regression model in the presence of outliers
by: Midi, Habshah, et al.
Published: (2013)
by: Midi, Habshah, et al.
Published: (2013)
Similar Items
-
Fast improvised diagnostic robust measure for the identification of high leverage points in multiple linear regression
by: Midi, Habshah, et al.
Published: (2018) -
A new robust diagnostic plot for classifying good and bad high leverage points in a multiple linear regression model
by: Alguraibawi, Mohammed, et al.
Published: (2015) -
Two steps robust Mahanalobis method for identification of multiple high leverage points
by: Bagheri, Arezoo, et al.
Published: (2009) -
The performance of robust-diagnostic F in the identification of multiple high leverage points
by: Midi, Habshah, et al.
Published: (2015) -
Robust logistic diagnostic for the identification of high leverage points in logistic regression model
by: Ariffin @ Mat Zin, Syaiba Balqish, et al.
Published: (2010)