Fast improvised diagnostic robust measure for the identification of high leverage points in multiple linear regression
High leverage points in the data set have massive effect in linear regression. Identifications of high leverage points (HLP) is very important due to their effect of causing wrong conclusion in regression model. The Diagnostic Robust Generalized Potential based on Index Set Equality IDRGP (ISE) is v...
| Main Authors: | Midi, Habshah, Ismaeel, Shelan Saied |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
2018
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/72736/ http://psasir.upm.edu.my/id/eprint/72736/1/Fast%20improvised%20diagnostic%20robust%20.pdf |
Similar Items
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)
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)
The performance of diagnostic-robust generalized potentials for the identification of multiple high leverage points in linear regression
by: Midi, Habshah, et al.
Published: (2009)
by: Midi, Habshah, et al.
Published: (2009)
Robust diagnostic and robust estimation methods for fixed effect panel data model in presence of high leverage points and multicollinearity
by: Ismaeel, Shelan Saied
Published: (2017)
by: Ismaeel, Shelan Saied
Published: (2017)
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)
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)
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)
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)
An efficient method of identification of influential observaions in multiple linear regression and its application to real data
by: Midi, Habshah, et al.
Published: (2024)
by: Midi, Habshah, et al.
Published: (2024)
Robust multicollinearity diagnostic measure for fixed effect panel data model
by: Ismaeel, Shelan Saied, et al.
Published: (2021)
by: Ismaeel, Shelan Saied, et al.
Published: (2021)
On the performance of fast robust variance inflation factor based on index set equality
by: Midi, Habshah, et al.
Published: (2018)
by: Midi, Habshah, et al.
Published: (2018)
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)
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)
An efficient method of identification of influential observations in multiple linear regression and its application to real data
by: Habshah Mid,, et al.
Published: (2023)
by: Habshah Mid,, et al.
Published: (2023)
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)
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)
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 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)
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)
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)
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 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)
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)
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)
Simple and fast generalized - M (GM) estimator and its application to real data set
by: Habshah Midi,, et al.
Published: (2021)
by: Habshah Midi,, et al.
Published: (2021)
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)
Identification of high leverage points in binary logistic regression
by: Fitrianto, Anwar, et al.
Published: (2016)
by: Fitrianto, Anwar, 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
The effect of high leverage points on the maximum estimated likelihood for separation in logistic regression
by: Ariffin @ Mat Zin, Syaiba Balqish, et al.
Published: (2014)
by: Ariffin @ Mat Zin, Syaiba Balqish, et al.
Published: (2014)
Robust parameter estimation for fixed effect panel data model in the presence of heteroscedasticity and high leverage points
by: Sani, Muhammad, et al.
Published: (2019)
by: Sani, Muhammad, et al.
Published: (2019)
Similar Items
-
Fast improvised influential distance for the identification of influential observations in multiple linear regression
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) -
A remedial measure of multicollinearity in multiple linear regression in the presence of high leverage points
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) -
The performance of diagnostic-robust generalized potentials for the identification of multiple high leverage points in linear regression
by: Midi, Habshah, et al.
Published: (2009)