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Multiple Imputation with Massive Data: An Application to the Panel Study of Income Dynamics.

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第一作者： Yajuan,Si

第一单位： Research Assistant Professor, Survey Research Center, Institute for Social Research, University of Michigan, 426 Thompson St., Ann Arbor, MI 48104, USA.

作者： Yajuan,Si ^[1] ; Steve,Heeringa ^[2] ; David,Johnson ^[3] ; Roderick J A,Little ^[4] ; Wenshuo,Liu ^[5] ; Fabian,Pfeffer ^[6] ; Trivellore,Raghunathan ^[7]

作者单位： Research Assistant Professor, Survey Research Center, Institute for Social Research, University of Michigan, 426 Thompson St., Ann Arbor, MI 48104, USA. ^[1] Senior Research Scientist, Survey Research Center, Institute for Social Research, University of Michigan, 426 Thompson St., Ann Arbor, MI 48104, USA. ^[2] Research Professor with the Survey Research Center, Institute for Social Research, University of Michigan, 426 Thompson St., Ann Arbor, MI 48104, USA. ^[3] Professor with the Department of Biostatistics, School of Public Health, 1415 Washington Heights, Ann Arbor, Michigan 48109.;Research Professor, Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI, USA. ^[4] Senior Research Scientist with the Research and Innovation, Interactions LLC, 31 Hayward Street Suite E, Franklin, MA 02038, USA. ^[5] Associate Professor with the Department of Sociology; Research Associate Professor, Survey Research Center, Institute for Social Research, University of Michigan, 426 Thompson St., Ann Arbor, MI 48104, USA. ^[6] Professor with the Department of Biostatistics, School of Public Health, Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI, USA.;Research Professor, Survey Research Center, Institute for Social Research, University of Michigan, 426 Thompson St., Ann Arbor, MI 48104, USA. ^[7]

关键词 Diagnostics Efficiency Massive Data Missing Data Validity

DOI 10.1093/jssam/smab038

PMID 36714298

发布时间 2023-12-07

基金项目

R01 AG040213/AG/NIA NIH HHS/United States

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Journal of survey statistics and methodology

2023年11卷1期

260-283页

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Journal of survey statistics and methodology

2023年11卷1期

260-283页

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Multiple Imputation with Massive Data: An Application to the Panel Study of Income Dynamics.

Journal of survey statistics and methodology

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Multiple Imputation with Massive Data: An Application to the Panel Study of Income Dynamics.

Journal of survey statistics and methodology

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Journal of survey statistics and methodology

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