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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>.
| Version: | 0.2.2 |
| Depends: | R (≥ 3.5) |
| Imports: | dplyr, stringr, lubridate, accelerometry, DBI, RSQLite, lazyeval, methods, utils, tibble |
| Published: | 2024-06-19 |
| DOI: | 10.32614/CRAN.package.ActiSleep |
| Author: | Jonggyu Baek [aut], Margaret Banker [aut], Nathan Szeto [aut, cre], Alice Cleynen [aut], Guillem Rigaill [aut], Michel Koskas [aut] |
| Maintainer: | Nathan Szeto <nszeto at umich.edu> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| Materials: | README |
| CRAN checks: | ActiSleep results |
| Reference manual: | ActiSleep.pdf |
| Package source: | ActiSleep_0.2.2.tar.gz |
| Windows binaries: | r-devel: ActiSleep_0.2.2.zip, r-release: ActiSleep_0.2.2.zip, r-oldrel: ActiSleep_0.2.2.zip |
| macOS binaries: | r-release (arm64): ActiSleep_0.2.2.tgz, r-oldrel (arm64): ActiSleep_0.2.2.tgz, r-release (x86_64): ActiSleep_0.2.2.tgz, r-oldrel (x86_64): ActiSleep_0.2.2.tgz |
| Old sources: | ActiSleep archive |
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