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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 |
| Reference manual: | actisomni.html , actisomni.pdf |
| Package source: | actisomni_0.2.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: actisomni_0.2.0.zip |
| macOS binaries: | r-release (arm64): actisomni_0.2.0.tgz, r-oldrel (arm64): actisomni_0.2.0.tgz, r-release (x86_64): actisomni_0.2.0.tgz, r-oldrel (x86_64): actisomni_0.2.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.