CRAN/E | ActiSleep

ActiSleep

Sleep Duration Estimate Algorithm

Installation

About

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" doi:10.1007/s12561-021-09309-3.

Key Metrics

Version 0.2.1
R ≥ 3.5
Published 2022-11-21 313 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks ActiSleep results

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Maintainer

Maintainer

Michael Kleinsasser

mkleinsa@umich.edu

Authors

Margaret Banker

aut

Nathan Szeto

aut

Jonggyu Baek

aut

Alice Cleynen

aut

Guillem Rigaill

aut

Michel Koskas

aut

Michael Kleinsasser

cre

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 3.5

Imports

dplyr
stringr
lubridate
accelerometry
DBI
RSQLite
lazyeval
methods
utils
tibble