createInformativeComponents: Simulate informative peaks

In LoBrA: Generalized Spline Mixed Effect Models for Longitudinal Breath Data

Simulate informative peaks

Description

This function simulates signals correlated to different informative events.

Usage

createInformativeComponents(
  components,
  samples,
  labels,
  timepoints = c(5, 5, 5),
  bg = 3,
  mean = 5,
  sd = 3,
  segment = 1,
  slopeSD = 2,
  randomnoise = 0.5,
  plotting = FALSE
)

Arguments

components	number of background components to be created
samples	number of experiments
labels	label of each experiment
timepoints	number of sample measurements
bg	number of background measurements
mean	mean value of noise for the intercept of this components
sd	standard deviation value of noise for the intercept of this component
segment	indicating the segment, that will have an informative event (changing slope for one class)
slopeSD	standard deviation value for the generated slope of for this component (mean is zero, therefore, the slope can be either negative or positive)
randomnoise	random variation changing at each time point
plotting	logical value, (default is FALSE), if TRUE the function will plot the created time series.

Value

matrix of informative components

LoBrA documentation built on March 22, 2022, 1:06 a.m.