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sleeper  

Estimate Sleep Status from Accelerometry Data
View on CRAN: Click here


Download and install sleeper package within the R console
Install from CRAN:
install.packages("sleeper")

Install from Github:
library("remotes")
install_github("cran/sleeper")

Install by package version:
library("remotes")
install_version("sleeper", "0.5.0")



Attach the package and use:
library("sleeper")
Maintained by
John Muschelli
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-09-17
Latest Update: 2026-09-17
Description:
Wraps the classifier from the Sundararajan (2021) <doi:10.1038/s41598-020-79217-x> to estimate sleep using a random forest. Users must download the model files from Sundararajan (2020) <doi:10.5281/zenodo.3752645> in order to use this method.
How to cite:
John Muschelli (2026). sleeper: Estimate Sleep Status from Accelerometry Data. R package version 0.5.0, https://cran.r-project.org/web/packages/sleeper. Accessed 25 Oct. 2026.
Previous versions and publish date:
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