Comparison of Random Forest and Parametric Imputation Models for Imputing Missing Data Using MICE: A CALIBER Study
Author:
Publisher
Oxford University Press (OUP)
Subject
Epidemiology
Link
http://academic.oup.com/aje/article-pdf/179/6/764/17341607/kwt312.pdf
Reference36 articles.
1. Issues in multiple imputation of missing data for large general practice clinical databases;Marston;Pharmacoepidemiol Drug Saf,2010
2. Analysis of Incomplete Multivariate Data
3. Statistical Analysis with Missing Data
4. mice: Multivariate Imputation by Chained Equations in R;van Buuren;J Stat Softw,2011
5. Multiple imputation of missing covariates with non-linear effects and interactions: an evaluation of statistical methods;Seaman;BMC Med Res Methodol,2012
Cited by 451 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. Imatinib adherence prediction using machine learning approach in patients with gastrointestinal stromal tumor;Cancer;2024-09-06
2. Changes in physical activity and sleep following the COVID-19 pandemic on a university campus: Perception versus reality;Sports Medicine and Health Science;2024-09
3. Predicting all-cause mortality and premature death using interpretable machine learning among a middle-aged and elderly Chinese population;Heliyon;2024-09
4. A transformer-based unified multimodal framework for Alzheimer's disease assessment;Computers in Biology and Medicine;2024-09
5. A Metabolomics Approach to Identify Metabolites Associated With Mortality in Patients Receiving Maintenance Hemodialysis;Kidney International Reports;2024-09
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