max_fluc: Determine pair of maximum fluctuation difference

In MrMaximumMax/FBCanalysis: Develop and evaluate time series data models based on fluctuation based clustering

Determine pair of maximum fluctuation difference

Description

Determine the pair of maximum fluctuation difference on time series data distribution from a preprocessed list or Earth Mover's Distance square matrix.

Usage

max_fluc(input, parameter, maxIter, normalize)

Arguments

input	Either a list storing time series data or EMD martrix (also see functions: patient_list, emd_matrix)
parameter	Parameter of interest from time series data list
maxIter	Maximum of iterations to apply for calculation of Earth Mover's Distannce (also see function: emd_matrix)
normalize	Indicates if parameters delivered needs to be normalized or not (TRUE by default)

Value

Console output with Patient_ID pair, corresponding Earth Mover's Distance and visualized boxplot of both time series data distributions

Examples

list <- patient_list(
"https://raw.githubusercontent.com/MrMaximumMax/FBCanalysis/master/demo/phys/data.csv",
GitHub = TRUE)
#Sampling frequency is supposed to be daily
max_fluc(list, "PEF")

MrMaximumMax/FBCanalysis documentation built on June 23, 2022, 8:21 p.m.