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ActiSleep
View on CRAN: Click
here
Download and install ActiSleep package within the R console
Install from CRAN:
install.packages("ActiSleep")
Install from Github:
library("remotes")
install_github("cran/ActiSleep") Install by package version:
library("remotes")
install_version("ActiSleep", "0.2.2") Attach the package and use:
library("ActiSleep")
Maintained by
Nathan Szeto
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-11-21
Latest Update: 2024-06-19
Description:
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" .
How to cite:
Nathan Szeto (2022). ActiSleep: Sleep Duration Estimate Algorithm. R package version 0.2.2, https://cran.r-project.org/web/packages/ActiSleep. Accessed 04 Jun. 2026.
Previous versions and publish date:
0.2.1 (2022-11-21 11:00)
Other packages that cited ActiSleep R package
View ActiSleep citation profile
Other R packages that ActiSleep depends,
imports, suggests or enhances
Complete documentation for ActiSleep
Functions, R codes and Examples using
the ActiSleep R package
Some associated functions: AccelData . ChangeTimeVar . GetDiary_subj . GetEstSleepInterval_subj . SearchSleepSeg . Segmentor-class . Segmentor . SleepDiary1Day . SleepDiary1Week . SleepEstEachDay . aggregate_dat . cal_mean_idx . dot-onAttach . read_agd .
Some associated R codes: AccelData.R . ActiSleep-package.R . ChangeTimeVar.R . GetDiary_subj.R . Global.R . Segmentor3IsBack.R . SegmentorClasses.R . SleepDiary1Day.R . SleepDiary1Week.R . SleepEstEachDay.R . read_agd.R . Full ActiSleep package functions and examples
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