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Research article

First published 2009-9

Improved Degrees of Freedom for Multivariate Significance Tests Obtained from Multiply Imputed,Small-Sample Data

Yulia V. Marchenko, Jerome P. Reiter

The Stata Journal: Promoting communications on statistics and Stata

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Research article

First published 2024-2

Assessing the multivariate distributional accuracy of common imputation methods

Maria Thurow, Florian Dumpert, Burim Ramosaj [...]

Statistical Journal of the IAOS

Retricted access

Research article

First published 2017-8

Variance estimation by multivariate imputation methods in complex survey designs

Jong-Min Kim, Kee-Jae Lee, Wonkuk Kim

Model Assisted Statistics and Applications

Open access

Research article

First published 2024-5

Gap imputation in related multivariate time series through recurrent neural network-based denoising autoencoder

Serafín Alonso, Antonio Morán, Daniel Pérez [...]

Integrated Computer-Aided Engineering

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Research article

First published 2011-8

Random covariances and mixed-effects models for imputing multivariate multilevel continuous data

Recai M Yucel

Statistical Modelling

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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

Free access

Research article

First published 2004-8

Multiple Imputation of Missing Values

Patrick Royston

The Stata Journal: Promoting communications on statistics and Stata

Retricted access

Research article

First published 2018-6

Multiple imputation with non-additively related variables: Joint-modeling and approximations

Soeun Kim, Thomas R Belin, Catherine A Sugar

Statistical Methods in Medical Research

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Research article

First published 2020-12

Reference-based pattern-mixture models for analysis of longitudinal binary data

Kaifeng Lu

Statistical Methods in Medical Research

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Research article

First published 2021-2

Imputation of Missing Covariate Data Prior to Propensity Score Analysis: A Tutorial and Evaluation of the Robustness of Practical Approaches

Walter L. Leite, Burak Aydin, Dee D. Cetin-Berber

Evaluation Review

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