Art

J-GLOBAL ID：201802262413301520   Reference number：18A1031459

A comparison of multiple imputation methods for handling missing values in longitudinal data in the presence of a time-varying covariate with a non-linear association with time: a simulation study

時間を伴う非線形相関を持つ時変共変量の存在下での長期データにおける欠測値を取り扱うための多重補完法の比較:シミュレーション研究【JST・京大機械翻訳】

Author (7)： Silva Anurika Priyanjali De (Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia) ,  Moreno-Betancur Margarita (Clinical Epidemiology and Biostatistics Unit, Murdoch Childrens Research Institute, Royal Children’s Hospital, Melbourne, Australia) ,  Moreno-Betancur Margarita (Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia) ,  Livera Alysha Madhu De (Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia) ,  Lee Katherine Jane (Clinical Epidemiology and Biostatistics Unit, Murdoch Childrens Research Institute, Royal Children’s Hospital, Melbourne, Australia) ,  Lee Katherine Jane (Department of Paediatrics, University of Melbourne, Melbourne, Australia) ,  Simpson Julie Anne (Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia)
Material： BMC Medical Research Methodology (Web)
Volume： 17  Issue： 1  Page： 114  Publication year： 2017 
JST Material Number： U7434A  ISSN： 1471-2288  Document type： Article
Article type： 原著論文  Country of issue： United Kingdom (GBR)  Language： ENGLISH (EN)

Abstract/Point： Background Missing data is a c...

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Thesaurus term： *multiplex ,  shock(mechanics) ,  algorithm ,  continuous time system ,  estimator ,  *simulation ,  child ,  Commonwealth of Australia ,  time dependence ,  data collection ,  bias
Semi thesaurus term： スコア ,  多変量 ,  *欠測値 ,  *共変量 , 【Automatic Indexing@JST】

Author keywords (7)： Fully conditional specification ,  Longitudinal data ,  Missing data ,  Multiple imputation ,  Multivariate normal imputation ,  Non-linear trajectory ,  Time-dependent covariate

JST classification (1)： Analytical chemistry in general  (CC02010H)

Reference (53)：

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Terms in the title (9)： 非線形 ,  相関 ,  共変量 ,  長期 ,  欠測値 ,  多重 ,  補完 ,  シミュレーション ,  研究