Advanced search
Publication Cover
Communications in Statistics - Simulation and Computation Volume 35, 2006 - Issue 3
Submit an article Journal homepage
331
Views
18
CrossRef citations to date
0
Altmetric
Regression Analysis

Ridge Regression – A Simulation Study

A. E. Clark Statistical Sciences Department, University of Cape Town, Rondebosch, South AfricaCorrespondence[email protected]
&
C. G. Troskie Statistical Sciences Department, University of Cape Town, Rondebosch, South Africa
Pages 605-619 | Received 17 Jun 2005, Accepted 16 Dec 2005, Published online: 15 Feb 2007

Citations (18)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (9)

Fareeha Rashid, Saima Altaf & Muhammad Aslam. (2022) Bayesian estimation of the biasing parameter for ridge regression: A novel approach. Communications in Statistics - Simulation and Computation 51:12, pages 7215-7225.
Read now
Muhammad Aslam & Shakeel Ahmad. (2022) The modified Liu-ridge-type estimator: a new class of biased estimators to address multicollinearity. Communications in Statistics - Simulation and Computation 51:11, pages 6591-6609.
Read now
Shakeel Ahmad & Muhammad Aslam. (2022) Another proposal about the new two-parameter estimator for linear regression model with correlated regressors. Communications in Statistics - Simulation and Computation 51:6, pages 3054-3072.
Read now
Florian Scharf, Jana Pförtner & Steffen Nestler. (2021) Can Ridge and Elastic Net Structural Equation Modeling be Used to Stabilize Parameter Estimates when Latent Factors are Correlated?. Structural Equation Modeling: A Multidisciplinary Journal 28:6, pages 928-940.
Read now
Francisco J. Ariza-Hernandez, Flaviano Godínez-Jaimes & Ramón Reyes-Carreto. (2016) Bayesian Estimation of the Log–linear Exponential Regression Model with Censorship and Collinearity. Communications in Statistics - Simulation and Computation 45:1, pages 152-164.
Read now
Muhammad Aslam. (2014) Using Heteroscedasticity-Consistent Standard Errors for the Linear Regression Model with Correlated Regressors. Communications in Statistics - Simulation and Computation 43:10, pages 2353-2373.
Read now
Muhammad Aslam. (2014) Performance of Kibria's Method for the Heteroscedastic Ridge Regression Model: Some Monte Carlo Evidence. Communications in Statistics - Simulation and Computation 43:4, pages 673-686.
Read now
M. I. Alheety & T. V. Ramanathan. (2009) Confidence Interval for Shrinkage Parameters in Ridge Regression. Communications in Statistics - Theory and Methods 38:19, pages 3489-3497.
Read now
Irum Sajjad Dar & Sohail Chand. Heteroscedasticity consistent ridge regression estimators in linear regression model. Communications in Statistics - Simulation and Computation 0:0, pages 1-13.
Read now

Articles from other publishers (9)

Olasunkanmi James Oladapo, Janet Iyabo Idowu, Abiola Timothy Owolabi & Kayode Ayinde. (2023) A New Biased Two-Parameter Estimator in Linear Regression Model. EQUATIONS 3, pages 73-92.
Crossref
Nusrat Shaheen, Ismail Shah, Amani Almohaimeed, Sajid Ali & Hana N. Alqifari. (2023) Some Modified Ridge Estimators for Handling the Multicollinearity Problem. Mathematics 11:11, pages 2522.
Crossref
Aamna Khan, Muhammad Amanullah, Hassan M. Aljohani & Sh.A.M. Mubarak. (2021) Influence diagnostics for the Poisson regression model using two-parameter estimator. Alexandria Engineering Journal 60:5, pages 4745-4759.
Crossref
Aamna Khan, Muhammad Amanullah, Muhammad Amin, Randa Alharbi, Abdisalam Hassan Muse & M. S. Mohamed. (2021) Influence Diagnostic Methods in the Poisson Regression Model with the Liu Estimator. Computational Intelligence and Neuroscience 2021, pages 1-12.
Crossref
Ismail Shah, Faiza Sajid, Sajid Ali, Amjad Rehman, Saeed Ali Bahaj & Suliman Mohamed Fati. (2021) On the Performance of Jackknife Based Estimators for Ridge Regression. IEEE Access 9, pages 68044-68053.
Crossref
Sajjad Haider Bhatti, Shahzad Hussain, Tanvir Ahmad, Muhammad Aslam, Muhammad Aftab & Muhammad Ali Raza. (2018) Efficient estimation of Pareto model: Some modified percentile estimators. PLOS ONE 13:5, pages e0196456.
Crossref
Ka Yiu Wong & Sung Nok Chiu. (2015) An iterative approach to minimize the mean squared error in ridge regression. Computational Statistics 30:2, pages 625-639.
Crossref
Ali Erkoc, Esra Emiroglu & Kadri Ulas Akay. (2014) Graphical Evaluation of the Ridge-Type Robust Regression Estimators in Mixture Experiments. The Scientific World Journal 2014, pages 1-9.
Crossref
Gary C. McDonald. (2009) Ridge regression. WIREs Computational Statistics 1:1, pages 93-100.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.