The Impact of Missing Data and Imputation Methods on the Analysis of 24-Hour Activity Patterns

The purpose of this study is to characterize the impact of the timing and duration of missing actigraphy data on interdaily stability (IS) and intradaily variability (IV) calculation. The performance of three missing data imputation methods (linear interpolation, mean time of day (ToD), and median T...

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Detalles Bibliográficos
Autores principales: Weed, Lara, Lok, Renske, Chawra, Dwijen, Zeitzer, Jamie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9590093/
https://www.ncbi.nlm.nih.gov/pubmed/36278532
http://dx.doi.org/10.3390/clockssleep4040039

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9590093/
https://www.ncbi.nlm.nih.gov/pubmed/36278532
http://dx.doi.org/10.3390/clockssleep4040039

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