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ActiSleep  

Sleep Duration Estimate Algorithm
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]
All associated links for this package
First Published: 2022-11-21
Latest Update: 2023-04-18
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 21 Nov. 2024.
Previous versions and publish date:
0.2.1 (2022-11-21 11:00)
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