Robust trimmed mean direction to estimate circular location parameter in the presence of outliers

QR Code

Robust trimmed mean direction to estimate circular location parameter in the presence of outliers

Mean direction is a good measure to estimate circular location parameter in univariate circular data. However, it is bias and cause misleading when the circular data has some outliers, especially with increasing ratio of outliers. Trimmed mean is one of robust method to estimate location parameter....

Full description

Bibliographic Details
Main Authors:	Midi, Habshah, Mahmood, Ehab A., Hussin, Abdul Ghapor, Arasan, Jayanthi
Format:	Article
Language:	English
Published:	Medwell Publishing 2018
Online Access:	http://psasir.upm.edu.my/id/eprint/73816/ http://psasir.upm.edu.my/id/eprint/73816/1/Robust%20trimmed%20mean%20direction%20to%20estimate%20circular%20location%20parameter%20in%20the%20presence%20of%20outliers.pdf

Similar Items

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)

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

Robust detection of outliers in both response and explanatory variables of the simple circular regression model
by: Rana, Sohel, et al.
Published: (2016)

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

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

The TSR-MM based on robust location and scales measures in dual response optimization in the presence of outliers and heteroscedastic errors
by: Mustafa, Mohd Shafie, et al.
Published: (2019)

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

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

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

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

A comparison between classical and robust method in a factorial design in the presence of outlier
by: Fitrianto, Anwar, et al.
Published: (2013)

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

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

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

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

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

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

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

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)

High breakdown estimator for dual response optimization in the presence of outliers
by: Habshah Midi,, et al.
Published: (2019)

High breakdown estimator for dual response optimization in the presence of outliers
by: Midi, Habshah, et al.
Published: (2019)

Comparing groups using robust H statistic with adaptive trimmed mean
by: Nur Faraidah Muhammad Di,, et al.
Published: (2014)

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

A modified nonparametric univariate Control chart for location based on the trimmed mean
by: Moustafa, O, et al.
Published: (2001)

Detection of outliers in high-dimensional data using nu-support vector regression
by: Mohammed Rashid, Abdullah, et al.
Published: (2021)

Detection of outliers in high dimensional data using NU-support vector regression
by: Mohammed Rashid, Abdullah, et al.
Published: (2021)

Type I Error And Power Rates Of Robust Methods With Variable Trimmed Mean
by: Yusof, Zahayu Md
Published: (2010)

Classical and a robust method in dealing with outlier in factorial designs : an empirical example.
by: Fitrianto, Anwar, et al.
Published: (2012)

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)

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

Robust control charts for change points detection in presence of outliers
by: Ng, Kooi Huat
Published: (2012)

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

A coverage probability on the parameters of the log-normal distribution in the presence of left-truncated and right-censored survival data
by: Manoharan, Thirunanthini, et al.
Published: (2015)

Robust Random Regression Imputation method for missing data in the presence of outliers
by: John, Ahamefule Happy
Published: (2013)

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)

Robust multivariate control charts to detect small shifts in mean.
by: Midi, Habshah, et al.
Published: (2011)