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Research article

First published 2017-8

Imputing the mean of a heteroskedastic log-normal missing variable: A unified approach to ratio imputation

Masayoshi Takahashi, Manabu Iwasaki, Hiroe Tsubaki

Statistical Journal of the IAOS

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Research article

First published 2023-04-03

A novel missing value imputation relying on K-means clustering and kernel-based weighting using grey relation (KWGI)

Alireza Dehghani, Karamolah Bagherifard, Samad Nejatian [...]

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

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Research article

First published 2017-8

Multiple Imputation Under Violated Distributional Assumptions: A Systematic Evaluation of the Assumed Robustness of Predictive Mean Matching

Kristian Kleinke

Journal of Educational and Behavioral Statistics

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Research article

First published 2025-5

Comparison of Tests and Confidence Intervals for Univariate Normal Mean Based on Multiply Imputed Synthetic Data Obtained by Posterior Predictive Sampling

Biswajit Basak, Bimal Sinha

Calcutta Statistical Association Bulletin

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

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

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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

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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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Research article

First published 2015-1

On Missing Traffic Data Imputation Based on Fuzzy C -Means Method by Considering Spatial–Temporal Correlation

Jinjun Tang, Yinhai Wang, Shen Zhang [...]

Transportation Research Record: Journal of the Transportation Research Board

Free access

Research article

First published 2005-7

Imputing Cross-Sectional Missing Data: Comparison of Common Techniques

Graeme Hawthorne, Graeme Hawthorne, Peter Elliott

Australian & New Zealand Journal of Psychiatry

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