sleeper: Estimate Sleep Status from Accelerometry Data

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.

Getting started

Package details

AuthorJohn Muschelli [aut, cre] (ORCID: <https://orcid.org/0000-0001-6469-1750>)
MaintainerJohn Muschelli <muschellij2@gmail.com>
LicenseGPL (>= 3)
Version0.5.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("sleeper")

Try the sleeper package in your browser

Any scripts or data that you put into this service are public.

sleeper documentation built on Sept. 17, 2026, 5:08 p.m.