Hot Deck Multiple Imputation for Handling Missing Accelerometer Data

Missing data due to non-wear are common in accelerometer studies measuring physical activity and sedentary behavior. Accelerometer output are high-dimensional time-series data that are episodic and often highly skewed, presenting unique challenges for handling missing data. Common methods for missin...

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Bibliographic Details
Published in:Stat Biosci
Main Authors: Butera, Nicole M., Li, Siying, Evenson, Kelly R., Di, Chongzhi, Buchner, David M., LaMonte, Michael J., LaCroix, Andrea Z., Herring, Amy
Format: Artigo
Language:Inglês
Published: 2018
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Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6707749/
https://ncbi.nlm.nih.gov/pubmed/31447952
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s12561-018-9225-4
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