Multicollinearity - Articles - Scientific Research Publishing

Improving the Ordinary Least Squares Estimator by Ridge Regression (Articles)

Ghadban Khalaf

Open Access Library Journal Vol.9 No.5，May 27, 2022

DOI: 10.4236/oalib.1108738 206 Downloads 1,771 Views Citations
Optimal Generalized Biased Estimator in Linear Regression Model (Articles)

Sivarajah Arumairajan, Pushpakanthie Wijekoon

Open Journal of Statistics Vol.5 No.5，August 5, 2015

DOI: 10.4236/ojs.2015.55042 2,911 Downloads 4,274 Views Citations
Comparison of Different Regularized and Shrinkage Regression Methods to Predict Daily Tropospheric Ozone Concentration in the Grand Casablanca Area (Articles)

Halima Oufdou, Lise Bellanger, Amal Bergam, Angélina El Ghaziri, Kenza Khomsi, El Mostafa Qannari

Advances in Pure Mathematics Vol.8 No.10，October 26, 2018

DOI: 10.4236/apm.2018.810049 1,167 Downloads 2,053 Views Citations
This article belongs to the Special Issue on Regression Analysis and Application
An Application of Machine Learning to Thalassemia Diagnosis (Articles)

Sitan Liu

Journal of Computer and Communications Vol.12 No.2，February 29, 2024

DOI: 10.4236/jcc.2024.122013 198 Downloads 942 Views Citations
Detecting Global Influential Observations in Liu Regression Model (Articles)

Aboobacker Jahufer

Open Journal of Statistics Vol.3 No.1，February 20, 2013

DOI: 10.4236/ojs.2013.31002 13,657 Downloads 32,300 Views Citations
Empirical Determination of the Tolerable Sample Size for Ols Estimator in the Presence of Multicollinearity (ρ) (Articles)

O. O. Alabi, T. O. Olatayo, F. R. Afolabi

Applied Mathematics Vol.5 No.13，July 7, 2014

DOI: 10.4236/am.2014.513180 3,878 Downloads 5,404 Views Citations
More on the Preliminary Test Stochastic Restricted Liu Estimator in Linear Regression Model (Articles)

Sivarajah Arumairajan, Pushpakanthie Wijekoon

Open Journal of Statistics Vol.5 No.4，June 29, 2015

DOI: 10.4236/ojs.2015.54035 2,452 Downloads 3,553 Views Citations
Variance Inflation Factor: As a Condition for the Inclusion of Suppressor Variable(s) in Regression Analysis (Articles)

Michael Olusegun Akinwande, Hussaini Garba Dikko, Agboola Samson

Open Journal of Statistics Vol.5 No.7，December 24, 2015

DOI: 10.4236/ojs.2015.57075 25,928 Downloads 35,616 Views Citations
Stochastic Restricted Maximum Likelihood Estimator in Logistic Regression Model (Articles)

Varathan Nagarajah, Pushpakanthie Wijekoon

Open Journal of Statistics Vol.5 No.7，December 30, 2015

DOI: 10.4236/ojs.2015.57082 4,334 Downloads 5,987 Views Citations
New Facts in Regression Estimation under Conditions of Multicollinearity (Articles)

Anatoly Gordinsky

Open Journal of Statistics Vol.6 No.5，October 21, 2016

DOI: 10.4236/ojs.2016.65070 1,932 Downloads 3,426 Views Citations
This article belongs to the Special Issue on Multivariate Data Analysis
On the Restricted Almost Unbiased Ridge Estimator in Logistic Regression (Articles)

Nagarajah Varathan, Pushpakanthie Wijekoon

Open Journal of Statistics Vol.6 No.6，December 8, 2016

DOI: 10.4236/ojs.2016.66087 1,570 Downloads 3,013 Views Citations
A New Stochastic Restricted Liu Estimator for the Logistic Regression Model (Articles)

Weibing Zuo, Yingli Li

Open Journal of Statistics Vol.8 No.1，February 1, 2018

DOI: 10.4236/ojs.2018.81003 974 Downloads 2,241 Views Citations
Choosing Appropriate Regression Model in the Presence of Multicolinearity (Articles)

Maruf A. Raheem, Nse S. Udoh, Aramide T. Gbolahan

Open Journal of Statistics Vol.9 No.2，April 1, 2019

DOI: 10.4236/ojs.2019.92012 1,439 Downloads 3,407 Views Citations
Effects of Multicollinearity on Type I Error of Some Methods of Detecting Heteroscedasticity in Linear Regression Model (Articles)

Olusegun Olatayo Alabi, Kayode Ayinde, Omowumi Esther Babalola, Hamidu Abimbola Bello, Edward Charles Okon

Open Journal of Statistics Vol.10 No.4，August 12, 2020

DOI: 10.4236/ojs.2020.104041 1,079 Downloads 4,414 Views Citations
This article belongs to the Special Issue on Research on Parameters Estimation
Modeling Vehicle Crash Frequency When Multicollinearity Exists in Vehicle Crash Data: Ridge Regression versus Ordinary Least Squares Linear Regression (Articles)

Azad Abdulhafedh

Open Access Library Journal Vol.9 No.6，June 23, 2022

DOI: 10.4236/oalib.1108873 157 Downloads 846 Views Citations
Analytical Predictive Modeling: Impact of Financial and Economic Indicators on Stock (Articles)

Jayanta K. Pokharel, Erasmus Tetteh-Bator, Chris P. Tsokos

Journal of Mathematical Finance Vol.12 No.4，November 2, 2022

DOI: 10.4236/jmf.2022.124035 278 Downloads 1,533 Views Citations
Dealing with Multicollinearity in Factor Analysis: The Problem, Detections, and Solutions (Articles)

Theodoros Kyriazos, Mary Poga

Open Journal of Statistics Vol.13 No.3，June 28, 2023

DOI: 10.4236/ojs.2023.133020 2,343 Downloads 13,561 Views Citations
Could Sequential Residual Centering Resolve Low Sensitivity in Moderated Regression? Simulations and Cancer Symptom Clusters (Articles)

Richard B. Francoeur

Open Journal of Statistics Vol.3 No.6A，December 27, 2013

DOI: 10.4236/ojs.2013.36A004 4,647 Downloads 8,067 Views Citations
This article belongs to the Special Issue on Statistical Methods and Analysis

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