Robust detection of outliers in both response and explanatory variables of the simple circular regression model

QR Code

Robust detection of outliers in both response and explanatory variables of the simple circular regression model

It is very important to make sure that a statistical data is free from outliers before making any kind of statistical analysis. This is due to the fact that outliers have an unduly affect on the parameter estimates. Circular data which can be used in many scientific fields are not guaranteed to be f...

Full description

Bibliographic Details
Main Authors:	Rana, Sohel, Mahmood, Ehab A., Midi, Habshah, Hussin, Abdul Ghapor
Format:	Article
Language:	English
Published:	Institute for Mathematical Research, Universiti Putra Malaysia 2016
Online Access:	http://psasir.upm.edu.my/id/eprint/52338/ http://psasir.upm.edu.my/id/eprint/52338/1/12.%20Sohel.pdf

Similar Items

Detection of outliers in the response and explanatory variables of the simple circular regression model
by: Mahmood, Ehab A., et al.
Published: (2016)

Robust circular distance and its application in the identification of outliers in the simple circular regression model
by: Mahmood, Ehab A., et al.
Published: (2017)

Adjusting outliers in univariate circular data
by: Mahmood, Ehab A., et al.
Published: (2017)

Robust trimmed mean direction to estimate circular location parameter in the presence of outliers
by: Midi, Habshah, et al.
Published: (2018)

Robust detection measures and robust parameter estimation methods in circular univariate and simple circular regression model
by: Mahmood, Ehab Abdulsalam
Published: (2017)

Robust estimation of circular parameters
by: Mahmood, Ehab A., et al.
Published: (2016)

Visual simulation approach in robust regression for models having both continuous and categorical variables in the presence of outliers and heteroscedasticity problems
by: A. Talib, Bashar, et al.
Published: (2009)

On a robust estimator in heteroscedastic regression model in the presence of outliers
by: Midi, Habshah, et al.
Published: (2013)

Fixed parameters Support Vector Regression for outlier detection
by: Rana, Sohel, et al.
Published: (2018)

Two-step robust estimator in heteroscedastic regression model in the presence of outliers
by: Midi, Habshah, et al.
Published: (2014)

Outlier detection in a circular regression model
by: Adzhar Rambli,, et al.
Published: (2015)

Robust Diagnostics and Estimation in Heteroscedastic Regression Model in the Presence of Outliers
by: Rana, Md. Sohel
Published: (2010)

Detection of outliers and influential observations in binary logistic regression: An empirical study.
by: Sarkar, S.K., et al.
Published: (2011)

The performance of robust estimator on linear regression model having both continuous and categorical variables with heteroscedastic errors
by: Midi, Habshah, et al.
Published: (2008)

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

Comparative study of clustering-based outliers detection methods in circular-circular regression model
by: Siti Zanariah Satari,, et al.
Published: (2021)

Comparative study of clustering-based outliers detection methods in circular-circular regression model
by: Siti Zanariah, Satari, et al.
Published: (2021)

The performance of classical and robust logistic regression estimators in the presence of outliers
by: Midi, Habshah, et al.
Published: (2012)

A robust modification of the Goldfeld-Quandt Test for the detection of heteroscedasticity in the presence of outliers
by: Rana, Md. Sohel, et al.
Published: (2008)

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

Robust regression imputation for analyzing missing data
by: Rana, Md. Sohel, et al.
Published: (2012)

The performance of robust weighted least squares in the presence of outliers and heteroscedastic errors
by: Midi, Habshah, et al.
Published: (2009)

Identification of multiple outliers in a generalized linear model with continuous variables
by: Loo, Yee Peng, et al.
Published: (2016)

The application of simple errors in variables model on real data
by: Mohammadi, Mandana, et al.

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)

Robust estimation of regression parameters with heteroscedastic errors in the presence of outliers (presented at the 8th WSEAS international conference on applied computer and computational science, Hangzhou China, 20-22 May 2009)
by: Midi, Habshah, et al.
Published: (2009)

Outlier detection in circular data and circular-circular regression model / Adzhar Rambli
by: Adzhar, Rambli
Published: (2011)

A robust rescaled moment test for normality in regression
by: Rana, Md. Sohel, 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)

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

Robust estimator to deal with regression models having both continuous and categorical regressors: a simulation study
by: A. Talib, Bashar, et al.
Published: (2009)

Amazing journey to robust statistics, discovering outliers for efficient prediction
by: Midi, Habshah
Published: (2016)

Dealing with Outliers: Robust, Resistant Regression
by: Glasser, Leslie
Published: (2007)

Detection of outliers in circular regression model via DFBETAc IS statistic
by: Intan Mastura Ramlee,, et al.
Published: (2024)

Robust estimation and detection of outliers in simultaneous regression model
by: Mahdi, Orooba Mohsin
Published: (2016)

Single-linkage method to detect multiple outliers with different outlier scenarios in circular regression model
by: Siti Zanariah, Satari, et al.
Published: (2018)

Statistical significance of rank regression
by: Rana, Sohel, et al.
Published: (2013)

Robust techniques for linear regression with multicollinearity and outliers
by: Mohammed, Mohammed Abdulhussein
Published: (2016)

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

The performance of robust modification of Breusch-Godfrey test in the presence of outliers
by: Lim, Hock Ann, et al.
Published: (2014)