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Open access

Research article

First published 2025-12

Imputing missing values with external data: Applications for multisite settings and federated analyses

Robert Thiesmeier, Matteo Bottai, Nicola Orsini

The Stata Journal: Promoting communications on statistics and Stata

Retricted access

Research article

First published 2007-06

Evaluation of software for multiple imputation of semi-continuous data

L.-M. Yu, Andrea Burton, Oliver Rivero-Arias

Statistical Methods in Medical Research

Retricted access

Research article

First published 2013-1

Airport Pavement Missing Data Management and Imputation with Stochastic Multiple Imputation Model

J. Farhan, T. F. Fwa

Transportation Research Record: Journal of the Transportation Research Board

Retricted access

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

Retricted access

Research article

First published 2025-2

Comparing the Performance of Different Missing Data Imputation Approaches in Discrete Outcome Modeling

Md Istiak Jahan, Tanmoy Bhowmik, Lauren Hoover [...]

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2016-3

Synthetic Multiple-Imputation Procedure for Multistage Complex Samples

Hanzhi Zhou, Michael R. Elliott, Trivellore E. Raghunathan

Journal of Official Statistics

Retricted access

Research article

First published 2021-7

Non-parametric approach for frequentist multiple imputation in survival analysis with missing covariates

Yoshinori Takeuchi, Mitsunori Ogawa, Yasuhiro Hagiwara [...]

Statistical Methods in Medical Research

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Other

First published 2007-8

4. Regression with Missing Ys: An Improved Strategy for Analyzing Multiply Imputed Data

Paul T. von Hippel

Sociological Methodology

Free access

Research article

First published 2015-6

Multiple Imputation of Covariates by Substantive-model Compatible Fully Conditional Specification

Jonathan W. Bartlett, Tim P. Morris

The Stata Journal: Promoting communications on statistics and Stata

Retricted access

Review article

First published 2011-4

A Comparison of Imputation Methods for Bayesian Factor Analysis Models

Edgar C. Merkle

Journal of Educational and Behavioral Statistics

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