ActiSleep
Sleep Duration Estimate Algorithm
Estimate sleep duration using a Pruned Dynamic Programming (PDP) algorithm that quickly and efficiently identifies changepoints. When applied to physical activity data it 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"
- Version0.2.1
- R version≥ 3.5
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?Yes
- Last release11/21/2022
Team
Michael Kleinsasser
Margaret Banker
Show author detailsRolesAuthorNathan Szeto
Show author detailsRolesAuthorJonggyu Baek
Show author detailsRolesAuthorAlice Cleynen
Show author detailsRolesAuthorGuillem Rigaill
Show author detailsRolesAuthorMichel Koskas
Show author detailsRolesAuthor
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- Depends1 package
- Imports10 packages