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Research article

First published 2021-2

Imputation of Missing Covariate Data Prior to Propensity Score Analysis: A Tutorial and Evaluation of the Robustness of Practical Approaches

Walter L. Leite, Burak Aydin, Dee D. Cetin-Berber

Evaluation Review

Open access

Research article

First published 2024-10

Estimating Periodontitis Susceptibility Cases for Epidemiological Studies with Multiple Imputation

L. Zhang, M. Xiao, H. Chu [...]

JDR Clinical & Translational Research

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Research article

First published 2022-10

MISL: Multiple imputation by super learning

Thomas Carpenito, Justin Manjourides

Statistical Methods in Medical Research

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Research article

First published 2016-4

A comparison of incomplete-data methods for categorical data

Daniël W van der Palm, L Andries van der Ark, Jeroen K Vermunt

Statistical Methods in Medical Research

Free access

Research article

First published 2011-10

A Closer Examination of Three Small-Sample Approximations to the Multiple-Imputation Degrees of Freedom

David A. Wagstaff, Ofer Harel

The Stata Journal: Promoting communications on statistics and Stata

Open access

Research article

First published 2023-11

Logistic regression vs. predictive mean matching for imputing binary covariates

Peter C Austin, Stef van Buuren

Statistical Methods in Medical Research

Open access

Research article

First published 2025-11

Imputation of incomplete ordinal and nominal data by predictive mean matching

Peter C Austin, Stef van Buuren

Statistical Methods in Medical Research

Free access

Research article

First published 2004-8

Multiple Imputation of Missing Values

Patrick Royston

The Stata Journal: Promoting communications on statistics and Stata

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

Open access

Research article

First published 2019-2

Bayesian imputation of time-varying covariates in linear mixed models

Nicole S Erler, Dimitris Rizopoulos, Vincent WV Jaddoe [...]

Statistical Methods in Medical Research

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