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...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2022-09-01
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| Series: | Clocks & Sleep |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2624-5175/4/4/39 |