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Articles (135)

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1-10 of 135 results for Model-based multiple imputation

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Select article: Sensitivity Analysis of Missing Data: Case Studies Using Model-Based Multiple Imputation

Retricted access

Other

First published 2009-7

Sensitivity Analysis of Missing Data: Case Studies Using Model-Based Multiple Imputation

Jie Zhang

Therapeutic Innovation & Regulatory Science

Select article: Multiple imputation: current perspectives

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Research article

First published 2007-06

Multiple imputation: current perspectives

Michael G Kenward, James Carpenter

Statistical Methods in Medical Research

Select article: Alternative Multiple Imputation Inference for Mean and Covariance Structure Modeling

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Research article

First published 2012-12

Alternative Multiple Imputation Inference for Mean and Covariance Structure Modeling

Taehun Lee, Li Cai

Journal of Educational and Behavioral Statistics

Select article: Evaluation methodology for deep learning imputation models

Open access

Research article

First published 2022-11

Evaluation methodology for deep learning imputation models

Omar Boursalie, Reza Samavi, Thomas E. Doyle

Experimental Biology and Medicine

Select article: Should multiple imputation be the method of choice for handling missing data in randomized trials?

Open access

Research article

First published 2018-9

Should multiple imputation be the method of choice for handling missing data in randomized trials?

Thomas R Sullivan, Ian R White, Amy B Salter [...]

Statistical Methods in Medical Research

Select article: Two-level approaches to missing data in longitudinal trials with daily patient-reported outcomes

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Research article

First published 2020-7

Two-level approaches to missing data in longitudinal trials with daily patient-reported outcomes

Man Jin, Dai Feng, Guanghan Liu [...]

Statistical Methods in Medical Research

Select article: Propensity score analysis with partially observed covariates: How should multiple imputation be used?

Open access

Research article

First published 2019-1

Propensity score analysis with partially observed covariates: How should multiple imputation be used?

Clémence Leyrat, Shaun R Seaman, Ian R White [...]

Statistical Methods in Medical Research

Select article: Predicting missing quality of life data that were later recovered: an empirical comparison of approaches

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Other

First published 2010-8

Predicting missing quality of life data that were later recovered: an empirical comparison of approaches

Shona Fielding, Peter Fayers, Craig Ramsay

Clinical Trials

Select article: How handling missing data may impact conclusions: A comparison of six different imputation methods for categorical questionnaire data

Open access

Research article

First published 2019

How handling missing data may impact conclusions: A comparison of six different imputation methods for categorical questionnaire data

Marianne Riksheim Stavseth, Thomas Clausen, Jo Røislien

Sage Open Medicine

Select article: Nonparametric Bayesian Multiple Imputation for Incomplete Categorical Variables in Large-Scale Assessment Surveys

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Research article

First published 2013-10

Nonparametric Bayesian Multiple Imputation for Incomplete Categorical Variables in Large-Scale Assessment Surveys

Yajuan Si, Jerome P. Reiter

Journal of Educational and Behavioral Statistics

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