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The rise of multiple imputation: a review of the reporting and implementation of the method in medical research
P Hayati Rezvan, KJ Lee, JA Simpson - BMC medical research …, 2015 - Springer
Background Missing data are common in medical research, which can lead to a loss in
statistical power and potentially biased results if not handled appropriately. Multiple …
statistical power and potentially biased results if not handled appropriately. Multiple …
A unified approach to measurement error and missing data: overview and applications
M Blackwell, J Honaker, G King - Sociological Methods & …, 2017 - journals.sagepub.com
Although social scientists devote considerable effort to mitigating measurement error during
data collection, they often ignore the issue during data analysis. And although many …
data collection, they often ignore the issue during data analysis. And although many …
[HTML][HTML] Handling missing data in clinical research
MW Heymans, JWR Twisk - Journal of clinical epidemiology, 2022 - Elsevier
Because missing data are present in almost every study, it is important to handle missing
data properly. First of all, the missing data mechanism should be considered. Missing data …
data properly. First of all, the missing data mechanism should be considered. Missing data …
Plasma proteomics identify biomarkers and pathogenesis of COVID-19
T Shu, W Ning, D Wu, J Xu, Q Han, M Huang, X Zou… - Immunity, 2020 - cell.com
Summary The coronavirus disease 2019 (COVID-19) pandemic is a global public health
crisis. However, little is known about the pathogenesis and biomarkers of COVID-19. Here …
crisis. However, little is known about the pathogenesis and biomarkers of COVID-19. Here …
Total quality management practices and corporate sustainable development in manufacturing companies: the mediating role of green innovation
B Albloushi, A Alharmoodi, F Jabeen… - Management …, 2023 - emerald.com
Purpose Manufacturing firms face increasing pressure to be more “greener” or
environmentally friendly. Drawing upon the sustainable development (SD) theory and …
environmentally friendly. Drawing upon the sustainable development (SD) theory and …
Comparing the health of non-binary and binary transgender adults in a statewide non-probability sample
SL Reisner, JMW Hughto - PLoS one, 2019 - journals.plos.org
Background In the US, non-binary refers to transgender people who have a gender identity
not aligned with their assigned sex at birth, and who identify outside of the traditional male …
not aligned with their assigned sex at birth, and who identify outside of the traditional male …
A comparison of multiple imputation methods for missing data in longitudinal studies
MH Huque, JB Carlin, JA Simpson, KJ Lee - BMC medical research …, 2018 - Springer
Background Multiple imputation (MI) is now widely used to handle missing data in
longitudinal studies. Several MI techniques have been proposed to impute incomplete …
longitudinal studies. Several MI techniques have been proposed to impute incomplete …
Clinical and bacterial markers of periodontitis and their association with incident all-cause and Alzheimer's disease dementia in a large national survey
MA Beydoun, HA Beydoun, S Hossain… - Journal of …, 2020 - journals.sagepub.com
Microbial agents including periodontal pathogens have recently appeared as important
actors in Alzheimer's disease (AD) pathology. We examined associations of clinical …
actors in Alzheimer's disease (AD) pathology. We examined associations of clinical …
Best practices for addressing missing data through multiple imputation
AD Woods, D Gerasimova, B Van Dusen… - Infant and Child …, 2024 - Wiley Online Library
A common challenge in developmental research is the amount of incomplete and missing
data that occurs from respondents failing to complete tasks or questionnaires, as well as …
data that occurs from respondents failing to complete tasks or questionnaires, as well as …
[کتاب][B] Flexible imputation of missing data
S Van Buuren, S Van Buuren - 2012 - jstatsoft.org
Treatment of missing data is usually included in a section of its own in most textbooks,
presenting best or most convenient practices, based on the methods presented and the …
presenting best or most convenient practices, based on the methods presented and the …