The performance of latent root-M based regression.

QR Code

The performance of latent root-M based regression.

Problem statement: In the presence of multicollinearity, the estimation of parameters in multiple linear regression models by means of Ordinary Least Squares (OLS) is known to suffer severe distortion. An alternative approach was to use the modified OLS which was based on the latent roots and latent...

Full description

Bibliographic Details
Main Authors:	Midi, Habshah, Lau, Ung Hua
Format:	Article
Language:	English English
Published:	Science Publications 2009
Subjects:	Multivariate analysis. Statistics and Probability. Regression analysis.
Online Access:	http://psasir.upm.edu.my/id/eprint/17262/ http://psasir.upm.edu.my/id/eprint/17262/1/The%20performance%20of%20latent%20root.pdf

Similar Items

Panel regression method to analyse the stock market returns due to Covid-19 / Nur Mardziah Aziz Jaafar and Noraini Noordin
by: Aziz Jaafar, Nur Mardziah, et al.
Published: (2021)

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

Generalized splines smoothing in generalized additive models via simulation studies
by: Behzadi, Mostafa
Published: (2015)

The effect of assests write on the firm’s performance / Min-Tsung Cheng
by: Cheng, Min-Tsung
Published: (2016)

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

Determining the steady-state probability for the daily maximum temperature in Peninsular Malaysia using Markov Chain / Suriani Hassan
by: Hassan, Suriani, et al.
Published: (2017)

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

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

Modelling of surface air temperature elements: integration of multiple regression model and spatial interpolation technique / Fariza Yunus
by: Yunus, Fariza
Published: (2014)

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

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

Longitudinal data analysis using nonparametric regression model
by: Ibrahim, Noor Akma, et al.
Published: (2009)

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

Classification of flower plant diseases by using Rule Based technique / ‘Arifah Diyana Ahmad Rubaa’i
by: Ahmad Rubaa’i, ‘Arifah Diyana
Published: (2017)

Computer program of nutrition assessment for elderly dietary planning by using food exchangelist / Achara Dholvitayakhun ... [et al.]
by: Dholvitayakhun, Achara, et al.
Published: (2018)

Identifying types of facial skin / Nur Saina Haji Basri
by: Nur Saina, Haji Basri
Published: (2012)

A new estimator and its performance / Ng Set Foong, Low Heng Chin and Quah Soon Hoe
by: Ng, Set Foong, et al.
Published: (2009)

Modified frequency tables for visualisation and analysis of univariate and bivariate data
by: Bappah, Mohammed Mohammed
Published: (2021)

Comparison between specifications of linear regression and spatial-temporal autoregressive models in mass appraisal valuation for single storey residential property
by: Jahanshiri, Ebrahim
Published: (2013)

Necessary and sufficient condition for the stability of process variability
by: ., Irianto
Published: (2019)

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

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

Shrinkage estimation of covariance matrix in hotelling’s T2 for differentially expressed gene sets / Suryaefiza Karjanto
by: Karjanto, Suryaefiza
Published: (2017)

Inventory record analysis using deviation analysis / Muda Wali Abdullah
by: Abdullah, Muda Wali
Published: (2015)

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

Robust diagnostics and parameter estimation methods in linear and nonlinear regression based on nu support vector regression for high dimensional data
by: Rashid, Al-Dulaimi Abdullah Mohammed
Published: (2022)

Robust Regression with Continuous and Categorical Variables Having Heteroscedastic Non-Normal Errors
by: Majeed Al-Talib, Bashar Abdul Aziz
Published: (2006)

Spatial regression with conditional autoregressive (CAR) errors for annual mean relative humidity in Peninsular Malaysia
by: Shitan, Mahendran, et al.
Published: (2009)

Supply chain flexibility assessment by multivariate regression and neural networks
by: Jeeva, Ananda, et al.
Published: (2010)

Supply chain flexibility assessment by multivariate regression and neural networks
by: Jeeva, Ananda, et al.
Published: (2010)

Gold potential mapping using bivariate and multivariate statistical models in GIS at Gua Musang, Malaysia
by: Yusoff, Suhaimizi
Published: (2015)

Combining Geometric Brownian Motion model and multiple linear regression model for predicting Kijang Emas selling price / Basyirah Che Mat
by: Che Mat, Basyirah
Published: (2016)

Multivariate Optimization of Biosynthesis of Triethanolamine-Based Esterquat Cationic Surfactant Using Statistical Algorithms
by: Fard Masoumi, Hamid Reza
Published: (2011)

Bayesian logistic regression model on risk factors of type 2 diabetes mellitus
by: Chiaka, Emenyonu Sandra
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)

Simulation on group deleted potentials for diagnostics of survival regression
by: Ibrahim, Noor Akma, et al.
Published: (2010)

Pricing warrant by using binomial model : comparison between historical and implied volatility / Muhammad Nasruddeen Mazlan
by: Mazlan, Muhammad Nasruddeen
Published: (2020)

Statistical analysis for condition base monitoring on auxiliary engine / Nur Hidayah Mohd Razali
by: Mohd Razali, Nur Hidayah
Published: (2012)

Regression analysis framework for material selection of natural fibre-reinforced polymer composites
by: Muhammad, Noryani
Published: (2019)

The evaluation of spatial risk factors for leptospirosis outbreak using GIS application / Ahmad Afiq Hassan and Khairul Nizam Tahar
by: Hassan, Ahmad Afiq, et al.
Published: (2014)