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Research article

First published 2023-1

Sensitivity analyses in longitudinal clinical trials via distributional imputation

Siyi Liu, Shu Yang, Yilong Zhang [...]

Statistical Methods in Medical Research

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Research article

First published 2024-04-30

Improving Regression Analysis with Imputation in a Longitudinal Study of Alzheimer’s Disease

Ganesh Chandrasekaran, Sharon X. Xie, for the Alzheimer’s Disease Neuroimaging Initiative

Journal of Alzheimer’s Disease

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Research article

First published 2014-9

Reducing bias due to systematic attrition in longitudinal studies: The benefits of multiple imputation

Jens B. Asendorpf, Rens van de Schoot, Jaap J. A. Denissen [...]

International Journal of Behavioral Development

Free access

Research article

First published 2014-6

Application of Multiple Imputation using the Two-Fold Fully Conditional Specification Algorithm in Longitudinal Clinical Data

Catherine Welch, Jonathan Bartlett, Irene Petersen

The Stata Journal: Promoting communications on statistics and Stata

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Research article

First published 2017-4

Number of imputations needed to stabilize estimated treatment difference in longitudinal data analysis

Kaifeng Lu

Statistical Methods in Medical Research

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Research article

First published 2020-2

Accounting for random observation time in risk prediction with longitudinal markers: An imputation approach

Yongli Han, Danping Liu

Statistical Methods in Medical Research

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Research article

First published 2020-11

An imputation approach for fitting two-part mixed effects models for longitudinal semi-continuous data

Hyoyoung Choo-Wosoba, Debamita Kundu, Paul S Albert

Statistical Methods in Medical Research

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Research article

First published 2018-7

Analysis of an incomplete longitudinal composite variable using a marginalized random effects model and multiple imputation

Masahiko Gosho, Kazushi Maruo, Ryota Ishii [...]

Statistical Methods in Medical Research

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Research article

First published 2020-4

Stochastic imputation for integrated transcriptome association analysis of a longitudinally measured trait

Evan L Ray, Jing Qian, Regina Brecha [...]

Statistical Methods in Medical Research

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Research article

First published 2016-4

Bayesian multiple imputation for missing multivariate longitudinal data from a Parkinson's disease clinical trial

Sheng Luo, Andrew B Lawson, Bo He [...]

Statistical Methods in Medical Research

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