Is it time to stop sweeping data cleaning under the carpet? A novel algorithm for outlier management in growth data
Author:
Funder
Biotechnology and Biological Sciences Research Council
Publisher
Public Library of Science (PLoS)
Subject
Multidisciplinary
Reference63 articles.
1. Effect of outliers and nonhealthy individuals on reference interval estimation;PS Horn;Clin Chem,2001
2. Data Cleaning Basics: Best Practices in Dealing with Extreme Scores;JW Osborne;Newborn and Infant Nursing Reviews,2010
3. Is data cleaning and the testing of assumptions relevant in the 21st century?;JW Osborne;Front Psychol,2013
4. Underestimation of risk associations due to regression dilution in long-term follow-up of prospective studies;R Clarke;Am J Epidemiol,1999
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. Enhancing Water treatment predictions: a Machine Learning Approach with CNN and Water Wave optimization;Asian Journal of Civil Engineering;2024-05-28
2. Identifying biologically implausible values in big longitudinal data: an example applied to child growth data from the Brazilian food and nutrition surveillance system;BMC Medical Research Methodology;2024-02-15
3. Supervised Machine Learning Approach to Housing Market;2023 International Conference for Technological Engineering and its Applications in Sustainable Development (ICTEASD);2023-11-14
4. New approaches and technical considerations in detecting outlier measurements and trajectories in longitudinal children growth data;BMC Medical Research Methodology;2023-10-13
5. Association between infant breastfeeding practices and timing of peak height velocity: A nationwide longitudinal survey in Japan;Pediatric Research;2023-07-03
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