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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

Open access

Research article

First published 2018-1

Multiple Imputation for Dichotomous MNAR Items Using Recursive Structural Equation Modeling With Rasch Measures as Predictors

Celeste Combrinck, Vanessa Scherman, David Maree [...]

Sage Open

Retricted access

Research article

First published 2014-9

Planned missing data designs with small sample sizes: How small is too small?

Fan Jia, E. Whitney G. Moore, Richard Kinai [...]

International Journal of Behavioral Development

Free access

Research article

First published 2016-9

Using mi Impute Chained to fit ANCOVA Models in Randomized Trials with Censored Dependent and Independent Variables

Andreas Andersen, Andreas Rieckmann

The Stata Journal: Promoting communications on statistics and Stata

Retricted access

Research article

First published 2013-11

The Bias and Efficiency of Incomplete-Data Estimators in Small Univariate Normal Samples

Paul T. von Hippel

Sociological Methods & Research

Retricted access

Research article

First published 2022-07

Improvements Achieved by Multiple Imputation for Single-Cell RNA-Seq Data in Clustering Analysis and Differential Expression Analysis

Mengqiu Zhu, Yinglei Lai

Journal of Computational Biology

Free access

Research article

First published 2012-9

Diagnostics for Multiple Imputation in Stata

Wesley Eddings, Yulia Marchenko

The Stata Journal: Promoting communications on statistics and Stata

Open access

Research article

First published 2025-5

High-Dimensional Imputation for the Social Sciences: A Comparison of State-of-The-Art Methods

Edoardo Costantini, Kyle M. Lang, Tim Reeskens [...]

Sociological Methods & Research

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

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

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