lis3

<p>'lis3' is a data list consisting of three matrices, each giving
  activity data for one individual. Each column of the matrix is 
  one-day observation, and here the physical activity (PA) is 
  measured every one minute, so the matrix is 1440 by 'nday'. 
  'lis3' is also a named list, the name of which is the individual ID.</p>

datasets

Penalized Multi-Band Learning algorithm can be effectively implemented for circadian rhythm analysis and daily activity pattern characterization using actigraphy (continuously measured objective physical activity data). Functions for interactive visualization of actigraph data are also included. Method reference: Li, X., Kane, M., Zhang, Y., Sun, W., Song, Y., Dong, S., Lin, Q., Zhu, Q., Jiang, F., Zhao, H. (2019) A Novel Penalized Multi-band Learning Approach Characterizes the Consolidation of Sleep-Wake Circadian Rhythms During Early Childhood Development.

Xinyue Li

Penalized Multi-Band Learning for Circadian Rhythm Analysis
Using Actigraphy

Michael Kane

lis3 function

<p>A data list of activity data for 3 individuals; each inidivdual data set is a 1440 by nday matrix.</p>

lis3: An example of individual activity data

Description

Usage

Arguments

Format