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A comparison of multiple imputation strategies for handling missing data in multi-item scales: Guidance for longitudinal studies.

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第一作者： Rheanna,Mainzer

第一单位： Clinical Epidemiology and Biostatistics Unit, Murdoch Children's Research Institute, Parkville, Victoria, Australia.

作者： Rheanna,Mainzer ^[1] ; Jemishabye,Apajee ^[2] ; Cattram D,Nguyen ^[3] ; John B,Carlin ^[4] ; Katherine J,Lee ^[3]

作者单位： Clinical Epidemiology and Biostatistics Unit, Murdoch Children's Research Institute, Parkville, Victoria, Australia. ^[1] Clinical Epidemiology and Biostatistics Unit, Murdoch Children's Research Institute, Parkville, Victoria, Australia.;Quality Use of Medicines and Pharmacy Research Centre, Clinical and Health Sciences, University of South Australia, Adelaide, South Australia, Australia. ^[2] Clinical Epidemiology and Biostatistics Unit, Murdoch Children's Research Institute, Parkville, Victoria, Australia.;Department of Paediatrics, The University of Melbourne, Parkville, Victoria, Australia. ^[3] Clinical Epidemiology and Biostatistics Unit, Murdoch Children's Research Institute, Parkville, Victoria, Australia.;Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia. ^[4]

关键词 longitudinal study missing data multi-item scale multiple imputation

医学主题词澳大利亚(Australia);儿童(Child);计算机模拟(Computer Simulation);数据收集(Data Collection);人类(Humans);纵向研究(Longitudinal Studies);研究设计(Research Design)

DOI 10.1002/sim.9088

PMID 34102709

发布时间 2021-10-25

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