Does pattern mixture modelling reduce bias due to informative attrition compared to fitting a mixed effects model to the available cases or data imputed using multiple imputation?: a simulation study

Author:

Welch Catherine A.ORCID,Sabia Séverine,Brunner Eric,Kivimäki Mika,Shipley Martin J.

Funder

British Heart Foundation

British Medical Research Association

British Health and Safety Executive

British Department of Health

British Stroke Association

National Heart, Lung, and Blood Institute

National Institute on Aging

Publisher

Springer Science and Business Media LLC

Subject

Health Informatics,Epidemiology

Reference41 articles.

1. Hogan JW, Roy J, Korkontzelou C. Major lipids, apolipoproteins, and risk of vascular disease. JAMA. 2009;302(18):1993–2000.

2. Rubin DB. Multiple imputation for nonresponse in surveys. New York: Wiley; 1987.

3. Carpenter J, Kenward MG. Multiple imputation and its application: statistics in practice. UK: Wiley; 2013.

4. Nevalainen J, Kenward MG, Virtanen SM. Missing values in longitudinal dietary data: a multiple imputation approach based on a fully conditional specification. StatMed. 2009;28(29):3657–69.

5. Welch CA, Petersen I, Bartlett J, et al. Evaluation of two-fold fully conditional specification multiple imputation for longitudinal electronic health record data. Stat.Med. 2014;33(21):3725–37.

同舟云学术

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