Extract Circadian Rhythms Metrics from Actigraphy Data
Cosinor Model for Circadian Rhythmicity for the Whole Dataset
Cosinor Model for Circadian Rhythmicity
Cosinor Model for Circadian Rhythmicity for the Whole Dataset
Extended Cosinor Model for Circadian Rhythmicity
Bin data into longer windows
Interdaily Statbility for the Whole Dataset
Interdaily Statbility
Intradaily Variability for the Whole Dataset
Intradaily Variability
Relative Amplitude for the Whole Datset
Relative Amplitude
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 intradaily variability (IV), interdaily stability (IS), and relative amplitude (RA); and parametric cosinor model and extended cosinor model coefficient. Details can be found in Junrui Di et al (2019) <doi:10.1007/s12561-019-09236-4>.