A New Ridge-Type Estimator for the Linear Regression Model: Simulations and Applications
Author:
Affiliation:
1. Department of Mathematics and Statistics, Florida International University, Miami, FL, USA
2. Department of Physical Sciences, Landmark University, Omu-Aran, Nigeria
3. Institut Henri Poincare Centre Emile Borel, Paris, France
Abstract
Publisher
Hindawi Limited
Subject
General Agricultural and Biological Sciences,General Environmental Science
Link
http://downloads.hindawi.com/journals/scientifica/2020/9758378.pdf
Reference39 articles.
1. Principal Components Regression in Exploratory Statistical Research
2. Ridge Regression: Biased Estimation for Nonorthogonal Problems
3. On Biased Estimation in Linear Models
4. Good ridge estimators based on prior information
Cited by 99 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. A new robust ridge parameter estimator having no outlier and ensuring normality for linear regression model;Journal of Radiation Research and Applied Sciences;2024-03
2. Information Entropy-Based Hybrid Models Improve the Accuracy of Reference Evapotranspiration Forecast;Advances in Meteorology;2024-02-03
3. Application and effects of physics-based and non-physics-based regularizations in artificial intelligence-based surrogate modelling for highly compressible subsurface flow;Geoenergy Science and Engineering;2024-02
4. CGFLasso: Combating Multicollinearity using Domain Knowledge;Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD);2024-01-04
5. Combination of the modified Kibria–Lukman and the principal component regression estimators;Communications in Statistics - Simulation and Computation;2023-12-26
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3