Robust statistical procedures for multiple linear regression model in the presence of multicollinearity and outliers

QR Code

Robust statistical procedures for multiple linear regression model in the presence of multicollinearity and outliers

Refer to PDF

Bibliographic Details
Main Author:	Hendi, Hasan Talib Hendi.
Format:	Thesis
Language:	English
Published:	2023
Subjects:	Regression analysis - Robust statistics Multicollinearity Outliers (Statistics)
Online Access:	http://psasir.upm.edu.my/id/eprint/118241/ http://psasir.upm.edu.my/id/eprint/118241/1/118241.pdf

Similar Items

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

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)

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

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

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

The Application of Robust Multicollinearity Diagnostic Method Based on Robust Coefficient Determination to a Non-Collinear Data.
by: Midi, Habshah, et al.
Published: (2010)

Robust estimation methods for fixed effect panel data model having block-concentrated outliers
by: Abu Bakar @ Harun, Nor Mazlina
Published: (2019)

Weighted Maximum Median Likelihood Estimation For Parameters In Multiple Linear Regression Model
by: Mohamed Ramli, Norazan
Published: (2008)

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

Robust diagnostic and parameter estimation for multiple linear and panel data regression models
by: Sani, Muhammad
Published: (2018)

Outlier Detections and Robust Estimation Methods for Nonlinear Regression Model Having Autocorrelated and Heteroscedastic Errors
by: Riazoshams, Hossein
Published: (2010)

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

Robust Diagnostics In Logistic Regression Model
by: Ariffin @ Mat Zin, Syaiba Balqish
Published: (2010)

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

Robust estimation technique and robust autocorrelation diagnostic for multiple Linear Regression Model with autocorrelated errors
by: Lim, Hock Ann
Published: (2014)

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

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

Outliers identification and robust estimation method in analysis of crossed gage repeatability and reproducibility, random effect model
by: Saupi, Ahmad Azizi
Published: (2020)

Modified sequential fences for identifying univariate outliers
by: Wong, Hui Shein
Published: (2016)

Goodness-Of-Fit Test For Standard Logistics Distribution With Outliers
by: Lim, Fong Peng
Published: (2010)

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

Robust diagnostics and parameter estimation in linear regression for high dimensional data
by: Abdul Wahab, Siti Zahariah
Published: (2023)

Robust diagnostics and estimation for dual response surface function with eteroscedastic errors using new optimization technique in the presence of outliers
by: Ab. Aziz, Nasuhar
Published: (2022)

Robust segmentation in laser scanning 3D point cloud data
by: Nurunnabi, Abdul, et al.
Published: (2012)

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

Dual response surface and robust design optimization based on penalty function method
by: Baba, Ishaq Abdullahi
Published: (2015)

Robust Kernel Density Function Estimation
by: Dadkhah, Kourosh
Published: (2010)

Robust individual control chart for change point model
by: Ng, Kooi Huat, et al.
Published: (2010)

Differences between pearson’s product moment correlation coefficient and an absolute value correlation coefficient in the presence of outliers / Norafefah Mohamad Sobri ...[et al]
by: Mohamad Sobri, Norafefah, et al.
Published: (2016)

Diagnostic-robust statistical analysis for Local Surface Fitting in 3D Point Cloud Data
by: Nurunnabi, Abdul, et al.
Published: (2012)

Identification of suitable explanatory variable in goldfeld-quandt test and robust inference under heteroscedasticity and high leverage points
by: Muhammadu, Adamu Adamu
Published: (2016)

Term frequency and inverse document frequency with position score and mean value for mining web content outliers
by: Wan Zulkifeli, Wan Rusila
Published: (2013)

Outlier Detection in Logistic Regression: A Quest for Reliable Knowledge from Predictive Modeling and Classification
by: Nurunnabi, Abdul, et al.
Published: (2012)

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

A robustified modeling approach to analyze pediatric length of stay
by: Lee, Andy, et al.
Published: (2005)

Robust Outlier Detection and Saliency Features Estimation in Point Cloud Data
by: Nurunnabi, Abdul, et al.
Published: (2013)

Modeling manufacturing processes using a genetic programming-based fuzzy regression with detection of outliers
by: Chan, Kit Yan, et al.
Published: (2009)

JMASM39: Algorithm for combining robust and bootstrap in multiple linear model regression
by: Wan Ahmad, Wan Muhamad Amir, et al.
Published: (2016)

The performance of mutual information for mixture of bivariate normal disatributions based on robust kernel estimation.
by: Dadkhah, Kourosh, et al.
Published: (2010)