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ActiSleep

Sleep Duration Estimate Algorithm

Provides sleep duration estimates using a Pruned Dynamic Programming (PDP) algorithm that efficiently identifies change-points. PDP applied to physical activity data can identify transitions from wakefulness to sleep and vice versa. Baek, Jonggyu, Banker, Margaret, Jansen, Erica C., She, Xichen, Peterson, Karen E., Pitchford, E. Andrew, Song, Peter X. K. (2021) An Efficient Segmentation Algorithm to Estimate Sleep Duration from Actigraphy Data <doi:10.1007/s12561-021-09309-3>.

Versions across snapshots

VersionRepositoryFileSize
0.2.2 2026-04-09 windows/windows R-4.5 ActiSleep_0.2.2.zip 548.2 KiB

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