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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

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Research article

First published 2023-01-05

A clinical decision support system for heart disease prediction with ensemble two-fold classification framework

K. Saravana Kumar, S. Ramasubramanian

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

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Research article

First published 2025-6

Performance evaluation of machine learning-based imputation for missing data analysis in the R package VIM

Nina Niederhametner, Johannes Gussenbauer, Alexander Kowarik

Statistical Journal of the IAOS

Open access

Research article

First published 2026

Semi-Supervised Learning to Improve Generalizability of Cancer Associated-Venous Thromboembolism Risk Prediction Models

Shuai Jin, Chong Wang, Dan Qin [...]

Clinical and Applied Thrombosis/Hemostasis

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Research article

First published 2020-8

Missing data imputation in multivariate t distribution with unknown degrees of freedom using expectation maximization algorithm and its stochastic variants

Paul Kimani Kinyanjui, Cox Lwaka Tamba, Luke Akong’o Orawo [...]

Model Assisted Statistics and Applications

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Research article

First published 2023-10

The NEAT Equating Via Chaining Random Forests in the Context of Small Sample Sizes: A Machine-Learning Method

Zhehan Jiang, Yuting Han, Lingling Xu [...]

Educational and Psychological Measurement

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Research article

First published 2012-11

ML Versus MI for Missing Data With Violation of Distribution Conditions

Ke-Hai Yuan, Fan Yang-Wallentin, Peter M. Bentler

Sociological Methods & Research

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Research article

First published 1999-3

ML Estimation of Mean and Covariance Structures with Missing Data Using Complete Data Routines

Mortaza Jamshidian, Peter M. Bentler

Journal of Educational and Behavioral Statistics

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Research article

First published 2017-04

Analytical Advances in the Ex Vivo Challenge Efficacy Assay

Nicola Richardson-Harman, Robert Parody, Peter Anton [...]

AIDS Research and Human Retroviruses

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Research article

First published 2020-5

Multivariate- t linear mixed models with censored responses,intermittent missing values and heavy tails

Tsung-I Lin, Wan-Lun Wang

Statistical Methods in Medical Research

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