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" <doi:10.1007/s12561-021-09309-3>.
| Version: |
0.2.1 |
| Depends: |
R (≥ 3.5) |
| Imports: |
dplyr, stringr, lubridate, accelerometry, DBI, RSQLite, lazyeval, methods, utils, tibble |
| Published: |
2022-11-21 |
| Author: |
Margaret Banker [aut],
Nathan Szeto [aut],
Jonggyu Baek [aut],
Alice Cleynen [aut],
Guillem Rigaill [aut],
Michel Koskas [aut],
Michael Kleinsasser [cre] |
| Maintainer: |
Michael Kleinsasser <mkleinsa at umich.edu> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
yes |
| CRAN checks: |
ActiSleep results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=ActiSleep
to link to this page.