Comparison of parameter estimation methods when multicollinearity and outlier exists / Aida Nurasikin Jamil ...[et al.]

QR Code

Comparison of parameter estimation methods when multicollinearity and outlier exists / Aida Nurasikin Jamil ...[et al.]

Ordinary Least Squares (OLS) estimator become worse in the presence of multicollinearity and outlier. Here, three methods are suggested to improve the model when multicollinearity and outlier exists, the first one is Jackknife Regression (JR) based on left out method, the second is Ridge Regression...

Full description

Bibliographic Details
Main Authors:	Jamil, Aida Nurasikin, Abdul Muluk, Muhammad Fahmi, Anuar, Nur Sabrina, Abu Bakar, Mohamad Suffian
Format:	Thesis
Language:	English
Published:	2019
Subjects:	H Social Sciences (General) Study and teaching. Research
Online Access:	https://ir.uitm.edu.my/id/eprint/32559/

Similar Items

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

Robust statistical procedures for multiple linear regression model in the presence of multicollinearity and outliers
by: Hendi, Hasan Talib Hendi.
Published: (2023)

Career guidance in information professional / Nur Atiqa Saleh, Nurul Aida Jamil and Fatin Eleena Sha 'mar
by: Saleh, Nur Atiqa, et al.
Published: (2015)

Robust variable selection methods for large- scale data in the presence of multicollinearity, autocorrelated errors and outliers
by: Uraibi, Hassan S.
Published: (2016)

Effectiveness Malaysian archival institutions now and future / Nurul Aida Jamil, Nur Atiqa Saleh and Fatin Eleena Sha'mar
by: Jamil, Nurul Aida, et al.
Published: (2015)

Hybrid Model In Machine Learning With Robust Regression For Handling Multicollinearity Outlier In Big Data And Its Application To Agriculture
by: ., Mukhtar
Published: (2023)

Parameter estimation and outlier detection for some types of circular model
by: Siti Zanariah, Satari
Published: (2015)

Multicollinearity and regression analysis
by: Daoud, Jamal Ibrahim
Published: (2017)

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

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

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

Robust estimation of the three parameter Weibull distribution for addressing outliers in reliability analysis
by: Mohd Safari, Muhammad Aslam, et al.
Published: (2025)

Interval estimation in the presence of an outlier
by: Wong, Yoke Chen *, et al.
Published: (2011)

Parameter estimation and outlier detection in linear functional relationship model / Adilah Abdul Ghapor
by: Adilah, Abdul Ghapor
Published: (2017)

An evaluation of existent methods for estimation of embankment dam breach parameters
by: Sh. Sammen, Saad, et al.
Published: (2017)

Sistem pendaftaran atas talian persatuan kebajikan / Mohd Shaeful Fahmi Jamil
by: Mohd Shaeful Fahmi , Jamil
Published: (2002)

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)

Parameter estimation and outlier detection for some types of circular model / Siti Zanariah binti Satari
by: Satari, Siti Zanariah
Published: (2015)

Some new diagnostics of multicollinearity in linear regression model
by: Ullah, Muhammad Imdad, et al.
Published: (2019)

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

New Biased Estimators To Handle The Problem Of Multicollinearity [QA278.2. N577 2008 f rb].
by: Ng, Set Foong
Published: (2008)

Comparison of robust estimators for detecting outliers in multivariate datasets
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)

Robust Estimation Methods And Outlier Detection In Mediation Models
by: Fitrianto, Anwar
Published: (2010)

Robust outlier detection and estimation in response surface methodology
by: Mustafa, Mohd Shafie
Published: (2015)

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

Endoparasite in sheep / Aida Mastura Ahmad Anuar
by: Ahmad Anuar, Aida Mastura
Published: (2017)

Study on operational and fleet utilisation / Sunan Muhdzir Jamil
by: Sunan Muhdzir, Jamil
Published: (1990)

NT Yumzz Sdn Bhd / Nurbalqis Syahira Jamil
by: Jamil, Nurbalqis Syahira
Published: (2020)

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)

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)

A Comparative Study On Some Methods For Handling Multicollinearity Problems
by: Adnan, Norliza, et al.
Published: (2006)

A comparative study on some methods for handling multicollinearity problems
by: Adnan, Norliza, et al.
Published: (2006)

Comparing three methods of handling multicollinearity using simulation approach
by: Adnan, Norliza
Published: (2006)

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

A new robust estimator to detect outliers for multivariate data
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2019)

Improved robust estimator and clustering procedures for multivariate outliers detection
by: Sharifah Sakinah, Syed Abd Mutalib
Published: (2023)

Comparison of Robust Estimators’ Performance for Detecting Outliers in Multivariate Data
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)

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

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

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