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Research article

First published 2025-2

Conditional Diffusion Model for Missing Value Imputation

Binyi Li, Long Long, Xi Zuo [...]

The European Journal on Artificial Intelligence

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Research article

First published 2005-11

Missing values imputation for cDNA microarray data using ranked covariance vectors

Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence S. Dooley

International Journal of Hybrid Intelligent Systems

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Research article

First published 2026-1

Missing value imputation method based on correlation analysis and Gaussian mixture model

Jie Zhang, Yuqing Chang, Ran Wang [...]

Transactions of the Institute of Measurement and Control

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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 2023-2

Sparse Data Reconstruction,Missing Value and Multiple Imputation through Matrix Factorization

Nandana Sengupta, Madeleine Udell, Nathan Srebro [...]

Sociological Methodology

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Research article

First published 2004-8

Multiple Imputation of Missing Values

Patrick Royston

The Stata Journal: Promoting communications on statistics and Stata

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Research article

First published 2017-7

Plausible-Value Imputation Statistics for Detecting Item Misfit

R. Philip Chalmers, Victoria Ng

Applied Psychological Measurement

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Research article

First published 2024-5

Creating a Multiply Imputed Value Set for the EQ-5D-5L in Canada: State-Level Misspecification Terms Are Needed to Characterize Parameter Uncertainty Correctly

Teresa C. O. Tsui, Kelvin K. W. Chan, Feng Xie [...]

Medical Decision Making

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

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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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