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>.

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

Documentation:

Reference manual: ActiSleep.pdf

Downloads:

Package source: ActiSleep_0.2.2.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
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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