Evaluation of a weighting approach for performing sensitivity analysis after multiple imputation

被引:0
|
作者
Panteha Hayati Rezvan
Ian R. White
Katherine J. Lee
John B. Carlin
Julie A. Simpson
机构
[1] The University of Melbourne,Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health
[2] MRC Biostatistics Unit,Department of Paediatrics
[3] Cambridge Institute of Public Health,undefined
[4] Clinical Epidemiology and Biostatistics Unit,undefined
[5] Murdoch Childrens Research Institute,undefined
[6] The University of Melbourne,undefined
来源
BMC Medical Research Methodology | / 15卷
关键词
Multiple imputation; Selection model; Missing not at random; Weighting approach; Sensitivity analysis;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] Multiple imputation in principal component analysis
    Julie Josse
    Jérôme Pagès
    François Husson
    Advances in Data Analysis and Classification, 2011, 5 : 231 - 246
  • [22] Multiple imputation in principal component analysis
    Josse, Julie
    Pages, Jerome
    Husson, Francois
    ADVANCES IN DATA ANALYSIS AND CLASSIFICATION, 2011, 5 (03) : 231 - 246
  • [23] Multilevel Multiple Imputation: A Review and Evaluation of Joint Modeling and Chained Equations Imputation
    Enders, Craig K.
    Mistler, Stephen A.
    Keller, Brian T.
    PSYCHOLOGICAL METHODS, 2016, 21 (02) : 222 - 240
  • [24] A Multiple Imputation Method for Sensitivity Analyses of Time-to-Event Data with Possibly Informative Censoring
    Zhao, Yue
    Herring, Amy H.
    Zhou, Haibo
    Ali, Mirza W.
    Koch, Gary G.
    JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2014, 24 (02) : 229 - 253
  • [25] A Framework for Sensitivity Analysis in Spatial Multiple Criteria Evaluation
    Ligmann-Zielinska, Arika
    Jankowski, Piotr
    GEOGRAPHIC INFORMATION SCIENCE, 2008, 5266 : 217 - +
  • [26] A nonparametric multiple imputation approach for missing categorical data
    Zhou, Muhan
    He, Yulei
    Yu, Mandi
    Hsu, Chiu-Hsieh
    BMC MEDICAL RESEARCH METHODOLOGY, 2017, 17
  • [27] A functional multiple imputation approach to incomplete longitudinal data
    He, Yulei
    Yucel, Recai
    Raghunathan, Trivellore E.
    STATISTICS IN MEDICINE, 2011, 30 (10) : 1137 - 1156
  • [28] A nonparametric multiple imputation approach for missing categorical data
    Muhan Zhou
    Yulei He
    Mandi Yu
    Chiu-Hsieh Hsu
    BMC Medical Research Methodology, 17
  • [29] Incomplete clustering analysis via multiple imputation
    Lee, Jung Wun
    Harel, Ofer
    JOURNAL OF APPLIED STATISTICS, 2023, 50 (09) : 1962 - 1979
  • [30] Multiple imputation for the analysis of incomplete compound variables
    Zhao, Jiwei
    Cook, Richard J.
    Wu, Changbao
    CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2015, 43 (02): : 240 - 264