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5 articles related to "Auxiliary Variable"

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Articles

Original Research

Published on 15 Sep 2023

Multiple imputation of missing data under missing at random: including a collider as an auxiliary variable in the imputation model can induce bias

in Research Methods and Advances in Epidemiology

Elinor Curnow
Kate Tilling
Jon E. Heron
Rosie P. Cornish
James R. Carpenter

Frontiers in Epidemiology

doi 10.3389/fepid.2023.1237447

4,002 views
10 citations

Original Research

Published on 30 Sep 2021

Much Ado About Missingness: A Demonstration of Full Information Maximum Likelihood Estimation to Address Missingness in Functional Magnetic Resonance Imaging Data

in Brain Imaging Methods

Timothy D. Nelson
Rebecca L. Brock
Sonja Yokum
Cara C. Tomaso
Cary R. Savage
Eric Stice

Frontiers in Neuroscience

doi 10.3389/fnins.2021.746424

6,640 views
14 citations

Original Research

Published on 25 Apr 2024

Bayesian hidden mark interaction model for detecting spatially variable genes in imaging-based spatially resolved transcriptomics data

in Computational Genomics

Jie Yang
Xi Jiang
Kevin Wang Jin
Sunyoung Shin
Qiwei Li

Frontiers in Genetics

doi 10.3389/fgene.2024.1356709

2,688 views
4 citations

Original Research

Published on 09 Jan 2024

Learning profiles and their relation to the experiences of learning generic skills at the end of the first year of university study

in Higher Education

Heidi Hyytinen
Tarja Tuononen
Anne Haarala-Muhonen

Frontiers in Education

doi 10.3389/feduc.2023.1330898

2,315 views
3 citations

Brief Research Report

Published on 17 Aug 2022

Properties and biases of the global heat flow compilation

in Solid Earth Geophysics

Tobias Stål
Anya M. Reading
Sven Fuchs
Jacqueline A. Halpin
Mareen Lösing
Ross J. Turner

Frontiers in Earth Science

doi 10.3389/feart.2022.963525

4,139 views
12 citations