actisomni: Create Sleep Measures of Actigraphy and Activity Analysis
Estimates sleep from wrist accelerometry and epoch-level activity
data. Implements sleep-period-time guiders based on angle changes, posture,
least-active periods, sustained inactivity, low activity, and diary or
fixed time windows; combines guider windows with sustained-inactivity bouts
to produce sleep/wake labels and consensus estimates. Provides diary
helpers and Tudor-Locke sleep-period summaries, and interfaces to the
'asleep' and 'sleeper' machine-learning estimators. The angle-based and
sustained-inactivity methods are described by van Hees et al. (2015)
<doi:10.1371/journal.pone.0142533> and van Hees et al. (2018)
<doi:10.1038/s41598-018-31266-z>; the sleep-period summary method by
Tudor-Locke et al. (2014) <doi:10.1139/apnm-2013-0173>; and the model
estimators by Yuan et al. (2024) <doi:10.1038/s41746-024-01065-0> and
Sundararajan et al. (2021) <doi:10.1038/s41598-020-79217-x>.
| Version: |
0.2.0 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
actibase, actiread, dplyr, lubridate, assertthat, tibble, stats, asleep, sleeper, actigraph.sleepr |
| Suggests: |
testthat, utils, covr, knitr, httr, rmarkdown, data.table, reticulate, callr, GGIR, rlang, actimetrics |
| Published: |
2026-10-16 |
| DOI: |
10.32614/CRAN.package.actisomni (may not be active yet) |
| Author: |
John Muschelli [aut, cre] |
| Maintainer: |
John Muschelli <muschellij2 at gmail.com> |
| BugReports: |
https://github.com/jhuwit/actisomni/issues |
| License: |
GPL-3 |
| URL: |
https://jhuwit.github.io/actisomni/ |
| NeedsCompilation: |
no |
| Materials: |
README, NEWS |
| CRAN checks: |
actisomni results |
Documentation:
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