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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

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Research article

First published 2022-11

Modified Item-Fit Indices for Dichotomous IRT Models with Missing Data

Xue Zhang, Chun Wang

Applied Psychological Measurement

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Research article

First published 2019-12-23

Bootstrapping and multiple imputation ensemble approaches for classification problems

Shehroz S. Khan, Amir Ahmad, Alex Mihailidis

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Free access

Research article

First published 2008-4

A New Framework for Managing and Analyzing Multiply Imputed Data in Stata

John B. Carlin, John C. Galati, Patrick Royston

The Stata Journal: Promoting communications on statistics and Stata

Free access

Research article

First published 2003-9

Tools for Analyzing Multiple Imputed Datasets

John B. Carlin, Ning Li, Philip Greenwood [...]

The Stata Journal: Promoting communications on statistics and Stata

Open access

Research article

First published 2025-6

G-formula with multiple imputation for causal inference with incomplete data

Jonathan W Bartlett, Camila Olarte Parra, Emily Granger [...]

Statistical Methods in Medical Research

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Research article

First published 2023-6

Handling Missing Data in Growth Mixture Models

Daniel Y. Lee, Jeffrey R. Harring

Journal of Educational and Behavioral Statistics

Open access

Research article

First published 2016-3

A Note on the Effect of Data Clustering on the Multiple-Imputation Variance Estimator: A Theoretical Addendum to the Lewis et al. article in JOS 2014

Yulei He, Iris Shimizu, Susan Schappert [...]

Journal of Official Statistics

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Research article

First published 2021-7

Handling incomplete data classification using imputed feature selected bagging (IFBag) method

Ahmad Jaffar Khan, Basit Raza, Ahmad Raza Shahid [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 1997-08

An Empirical Evaluation of the Predictive Mean Matching Method for Imputing Missing Values

LAWRENCE R. LANDERMAN, KENNETH C. LAND, CARL F. PIEPER

Sociological Methods & Research

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