Fast and robust diagnostic technique for the detection of high leverage points

QR Code

Fast and robust diagnostic technique for the detection of high leverage points

High Leverage Points (HLPs) are outlying observations in the X -directions. It is very imperative to detect HLPs because the computed values of various estimates are affected by their presence. It is now evident that Diagnostic Robust Generalized Potential which is based on the Minimum Volume Ellips...

Full description

Bibliographic Details
Main Authors:	Midi, Habshah, Hendi, Hasan Talib, Arasan, Jayanthi, Uraibi, Hassan Sami
Format:	Article
Language:	English
Published:	Universiti Putra Malaysia Press 2020
Online Access:	http://psasir.upm.edu.my/id/eprint/62705/ http://psasir.upm.edu.my/id/eprint/62705/1/ROBUST.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)

The performance of robust-diagnostic F in the identification of multiple high leverage points
by: Midi, Habshah, et al.
Published: (2015)

Diagnostic-robust generalized potentials for identifying high leverage points in mediation analysis
by: Fitrianto, Anwar, et al.
Published: (2010)

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)

Robust logistic diagnostic for the identification of high leverage points in logistic regression model
by: Ariffin @ Mat Zin, Syaiba Balqish, et al.
Published: (2010)

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)

Diagnostic robust generalised potentials based on GM6 to identify high leverage points in simultaneous regression model
by: Midi, Habshah, et al.
Published: (2017)

A robust estimation of linear model with multiple high leverage points
by: Bagheri, A., et al.
Published: (2009)

Robust estimations as a remedy for multicollinearity caused by multiple high leverage points
by: Bagheri, Arezoo, et al.
Published: (2009)

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)

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)

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)

Two steps robust Mahanalobis method for identification of multiple high leverage points
by: Bagheri, Arezoo, et al.
Published: (2009)

The effect of high leverage points on non-autocorrelated data.
by: Midi, Habshah

On the performance of fast robust variance inflation factor based on index set equality
by: Midi, Habshah, et al.
Published: (2018)

On robust bivariate and multivariate correlation coefficient
by: Uraibi, Hassan Sami, et al.
Published: (2019)

Robust support vector regression model in the presence of outliers and leverage points
by: Dhhan, Waleed, et al.
Published: (2017)

Improved robust principal component analysis based on minimum regularized covariance determinant for the detection of high leverage points in high dimensional data
by: Habshah Midi,, et al.
Published: (2025)

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)

Bootstrap based diagnostics for survival regression model with interval and right-censored data
by: Arasan, Jayanthi, et al.
Published: (2022)

Modified outlier diagnostics for the extended exponential regression model with interval and right-censored data
by: Arasan, Jayanthi, et al.
Published: (2024)

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)

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)

Robust multivariate least angle regression
by: Uraibi, Hassan Sami, et al.
Published: (2017)

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)

Weighted high leverage collinear robust ridge estimator in logistic regression model
by: Ariffin, Syaiba Balqish, et al.
Published: (2018)

Kernel partial least square regression with high resistance to multiple outliers and bad leverage points on near-infrared spectral data analysis
by: Silalahi, Divo Dharma, et al.
Published: (2021)

Change point detection with robust control chart.
by: Ng, Kooi Huat, et al.
Published: (2011)

Selective overview of forward selection in terms of robust correlations
by: Uraibi, Hassan Sami, et al.
Published: (2017)

Linear regression model selection based on robust bootstrapping technique
by: Uraibi, Hassan Sami, et al.
Published: (2009)

The performance of robust heteroscedasticity consistent covariance matrix estimator
by: Sani, Muhammad, et al.
Published: (2019)

The performance of Diagnostic-Robust F in the identification of multivariate outliers.
by: Midi, Habshah

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)

The effect of high leverage points on the logistic ridge regression estimator having multicollinearity
by: Ariffin @ Mat Zin, Syaiba Balqish, et al.
Published: (2013)

Leverage and Influence Diagnostics for Spatial Point Processes
by: Baddeley, Adrian, et al.
Published: (2013)

Dynamic robust bootstrap method based on LTS estimators
by: Midi, Habshah, et al.
Published: (2009)

Robust stability best subset selection for autocorrelated data based on robust location and dispersion estimator
by: Uraibi, Hassan S., et al.
Published: (2015)

Minimum regularized covariance determinant and principal component analysis-based method for the identification of high leverage points in high dimensional sparse data
by: Siti Zahariah, et al.
Published: (2022)

Robust control chart for change point detection of process variance in the presence of disturbances
by: Ng, Kooi Huat, et al.
Published: (2014)

Leverage and influence diagnostics for Gibbs spatial point processes
by: Baddeley, Adrian, et al.
Published: (2019)