Multivariate Regression: The Pitfalls of Automated Variable Selection
Author:
Publisher
Wiley
Subject
Neurology (clinical),Neurology,Rehabilitation,Physical Therapy, Sports Therapy and Rehabilitation
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1016/j.pmrj.2013.07.007/fullpdf
Reference9 articles.
1. What you see may not be what you get: A brief, nontechnical introduction to overfitting in regression-type models;Babyak;Psychosom Med,2004
2. Backward, forward and stepwise automated subset selection algorithms: Frequency of obtaining authentic and noise variables;Derksen;Br J Math Stat Psychol,1992
3. Automated variable selection methods for logistic regression produced unstable models for predicting acute myocardial infarction mortality;Austin;J Clin Epidemiol,2004
4. Variable selection: Current practice in epidemiological studies;Walter;Eur J Epidemiol,2009
5. A survey of variable selection methods in two Chinese epidemiology journals;Liao;BMC Med Res Methodol,2010
Cited by 17 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. Ten questions concerning statistical data analysis in human-centric buildings research: A focus on thermal comfort investigations;Building and Environment;2024-10
2. Interplay of Muscle Architecture, Morphology, and Quality in Influencing Human Sprint Cycling Performance: A Systematic Review;Sports Medicine - Open;2024-07-19
3. ProxyVis—A Proxy for Nighttime Visible Imagery Applicable to Geostationary Satellite Observations;Weather and Forecasting;2023-12
4. Pain Assessment and Management for a Chemically Paralyzed Child Receiving Mechanical Ventilation;American Journal of Critical Care;2023-09-01
5. CO2 reactivity as a biomarker of exposure-based therapy non-response: study protocol;BMC Psychiatry;2022-12-27
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