Detection of different outlier scenarios in circular regression model using single-linkage method
Outliers are the set of data that are significantly deviates or dissimilar from the rest of the data set. In circular regression model, the existence of outliers are well known to give a large effect on the parameter estimates and inferences. In this study, we proposed clustering-based method using...
| Main Authors: | N. M. F., Di, Siti Zanariah, Satari, Roslinazairimah, Zakaria |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IOP Publishing
2017
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/22307/ http://umpir.ump.edu.my/id/eprint/22307/1/Detection%20of%20different%20outlier%20scenarios.pdf |
Similar Items
Single-linkage method to detect multiple outliers with different outlier scenarios in circular regression model
by: Siti Zanariah, Satari, et al.
Published: (2018)
by: Siti Zanariah, Satari, et al.
Published: (2018)
Outlier detection in circular regression model using minimum spanning tree method
by: Nur Faraidah, Muhammad Di, et al.
Published: (2019)
by: Nur Faraidah, Muhammad Di, et al.
Published: (2019)
The Multiple Outliers Detection using Agglomerative Hierarchical Methods in Circular Regression Model
by: Siti Zanariah, Satari, et al.
Published: (2017)
by: Siti Zanariah, Satari, et al.
Published: (2017)
Outlier detection in circular regression model using minimum spanning tree method
by: Nur Faraidah, Muhammad Di, et al.
Published: (2019)
by: Nur Faraidah, Muhammad Di, et al.
Published: (2019)
The effect of different distance measures in detecting outliers using clustering-based algorithm for circular regression model
by: Nur Faraidah, Muhammad Di, et al.
Published: (2017)
by: Nur Faraidah, Muhammad Di, 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)
by: Siti Zanariah, Satari, et al.
Published: (2021)
The effect of different similarity distance measures in detecting outliers using single-linkage clustering algorithm for univariate circular biological data
by: Nur Syahirah, Zulkipli, et al.
by: Nur Syahirah, Zulkipli, et al.
Comparative study of clustering-based outliers detection methods in circular-circular regression model
by: Siti Zanariah Satari,, et al.
Published: (2021)
by: Siti Zanariah Satari,, et al.
Published: (2021)
Parameter estimation and outlier detection for some types of circular model
by: Siti Zanariah, Satari
Published: (2015)
by: Siti Zanariah, Satari
Published: (2015)
Outlier detection in circular data and circular-circular regression model / Adzhar Rambli
by: Adzhar, Rambli
Published: (2011)
by: Adzhar, Rambli
Published: (2011)
A new single linkage robust clustering outlier detection procedures for multivariate data
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2023)
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2023)
Comparative study of clustering-based outliers detection methods in circularcircular regression model
by: Siti Zanariah, Satari, et al.
Published: (2021)
by: Siti Zanariah, Satari, et al.
Published: (2021)
Review on outliers identification methods for univariate circular biological data
by: Siti Zanariah, Satari, et al.
Published: (2020)
by: Siti Zanariah, Satari, et al.
Published: (2020)
The multiple outliers detection for circular univariate data using different agglomerative clustering algorithms
by: Nur Syahirah, Zulkipli, et al.
Published: (2024)
by: Nur Syahirah, Zulkipli, et al.
Published: (2024)
A synthetic data generation procedure for univariate circular data with various outliers scenarios using Python programming language
by: Nur Syahirah, Zulkipli, et al.
Published: (2021)
by: Nur Syahirah, Zulkipli, et al.
Published: (2021)
Outlier detection in a circular regression model
by: Adzhar Rambli,, et al.
Published: (2015)
by: Adzhar Rambli,, et al.
Published: (2015)
Descriptive analysis of circular data with outliers using Python programming language
by: N. S., Zulkipli, et al.
Published: (2020)
by: N. S., Zulkipli, et al.
Published: (2020)
A new single linkage robust clustering outlier detection procedures for multivariate data
by: Sharifah Sakinah Syed Abd Mutalib,, et al.
Published: (2023)
by: Sharifah Sakinah Syed Abd Mutalib,, et al.
Published: (2023)
Graphical Summaries of Circular Data with Outliers Using Python Programming Language
by: Nur Syahirah, Zulkipli, et al.
Published: (2021)
by: Nur Syahirah, Zulkipli, et al.
Published: (2021)
A review on outliers-detection methods for multivariate data
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)
Parameter estimation and outlier detection for some types of circular model / Siti Zanariah binti Satari
by: Satari, Siti Zanariah
Published: (2015)
by: Satari, Siti Zanariah
Published: (2015)
Synthetic multivariate data generation procedure with various outlier scenarios using R programming language
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2022)
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2022)
Detection of outliers in circular regression model via DFBETAc IS statistic
by: Intan Mastura Ramlee,, et al.
Published: (2024)
by: Intan Mastura Ramlee,, et al.
Published: (2024)
Review on circular-linear regression models
by: Hanin Hazwani, Mohammad, et al.
Published: (2021)
by: Hanin Hazwani, Mohammad, et al.
Published: (2021)
Some outlier problems in a circular regression model / Safwati binti Ibrahim
by: Ibrahim, Safwati
Published: (2013)
by: Ibrahim, Safwati
Published: (2013)
Outlier detection in multiple circular regression model using DFFITC statistic
by: Najla Ahmed Alkasadi,, et al.
Published: (2019)
by: Najla Ahmed Alkasadi,, et al.
Published: (2019)
Detection of outliers in the response and explanatory variables of the simple circular regression model
by: Mahmood, Ehab A., et al.
Published: (2016)
by: Mahmood, Ehab A., et al.
Published: (2016)
Robust estimation and detection of outliers in simultaneous regression model
by: Mahdi, Orooba Mohsin
Published: (2016)
by: Mahdi, Orooba Mohsin
Published: (2016)
A new robust estimator to detect outliers for multivariate data
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2019)
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2019)
Comparison of Robust Estimators’ Performance for Detecting Outliers in Multivariate Data
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)
Comparison of robust estimators for detecting outliers in multivariate datasets
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)
Robust detection measures and robust parameter estimation methods in circular univariate and simple circular regression model
by: Mahmood, Ehab Abdulsalam
Published: (2017)
by: Mahmood, Ehab Abdulsalam
Published: (2017)
Robust detection of outliers in both response and explanatory variables of the simple circular regression model
by: Rana, Sohel, et al.
Published: (2016)
by: Rana, Sohel, 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)
by: Mahmood, Ehab A., et al.
Published: (2017)
Outlier Detections and Robust Estimation Methods for Nonlinear Regression Model Having Autocorrelated and Heteroscedastic Errors
by: Riazoshams, Hossein
Published: (2010)
by: Riazoshams, Hossein
Published: (2010)
Detection of outliers in the complex linear regression model
by: Hussin, A.G., et al.
Published: (2013)
by: Hussin, A.G., et al.
Published: (2013)
Multiple outliers detection procedures in linear regression
by: Adnan, Robiah, et al.
Published: (2003)
by: Adnan, Robiah, et al.
Published: (2003)
Some problems of outliers in circular data / Ali H.M. Abuzaid
by: Abuzaid, Ali H.M.
Published: (2010)
by: Abuzaid, Ali H.M.
Published: (2010)
A New Efficient Approximation for Concentration Parameter of Circular Data
by: Siti Zanariah, Satari, et al.
Published: (2015)
by: Siti Zanariah, Satari, et al.
Published: (2015)
Fixed parameters Support Vector Regression for outlier detection
by: Rana, Sohel, et al.
Published: (2018)
by: Rana, Sohel, et al.
Published: (2018)
Similar Items
-
Single-linkage method to detect multiple outliers with different outlier scenarios in circular regression model
by: Siti Zanariah, Satari, et al.
Published: (2018) -
Outlier detection in circular regression model using minimum spanning tree method
by: Nur Faraidah, Muhammad Di, et al.
Published: (2019) -
The Multiple Outliers Detection using Agglomerative Hierarchical Methods in Circular Regression Model
by: Siti Zanariah, Satari, et al.
Published: (2017) -
Outlier detection in circular regression model using minimum spanning tree method
by: Nur Faraidah, Muhammad Di, et al.
Published: (2019) -
The effect of different distance measures in detecting outliers using clustering-based algorithm for circular regression model
by: Nur Faraidah, Muhammad Di, et al.
Published: (2017)