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ActCR

Circadian rhythms are rhythms that oscillate about every 24 h, which has been observed in multiple physiological processes including core body temperature, hormone secretion, heart rate, blood pressure, and many others. Measuring circadian rhythm with wearables is based on a principle that there is increased movement during wake periods and reduced movement during sleep periods, and has been shown to be reliable and valid.This package can be used to extract nonparametric circadian metrics like IV, IS, and RA; and parametric cosinor model and extended cosinor model. coefficient.

Install

You can install ActCR from Github with:

#install.package("devtools")
devtools::install_github("junruidi/ActCR")

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Install

install.packages('ActCR')

Monthly Downloads

1,194

Version

0.3.0

License

GPL-3

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Maintainer

Junrui Di

Last Published

May 11th, 2022

Functions in ActCR (0.3.0)

ActCosinor_long

Cosinor Model for Circadian Rhythmicity for the Whole Dataset
ActExtendCosinor

Extended Cosinor Model for Circadian Rhythmicity
IV

Intradaily Variability
IS_long

Interdaily Statbility for the Whole Dataset
ActCosinor

Cosinor Model for Circadian Rhythmicity
RA

Relative Amplitude
IS

Interdaily Statbility
ActExtendCosinor_long

Cosinor Model for Circadian Rhythmicity for the Whole Dataset
IV_long

Intradaily Variability for the Whole Dataset
bin_data

Bin data into longer windows
example_activity_data

Activity/Wear Data from 50 Subjects from NHANES 2003 - 2006
RA_long

Relative Amplitude for the Whole Datset