createBGComponents: Simulate background noise peaks

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

Simulate background noise peaks

Description

Simulating background noise signals originating from experimental settings or random events

Usage

createBGComponents(
  components,
  samples,
  labels,
  timepoints = 15,
  bg = 3,
  mean = 5,
  sd = 3,
  experimentSD = 2,
  randomnoise = 0.1,
  plotting = FALSE
)

Arguments

components	number of background components to be created
samples	number of experiments
labels	name of each experiment
timepoints	number of sample measurements
bg	number of background measurements
mean	mean value of noise components
sd	standard deviation value of noise for this component
experimentSD	standard deviation value of each experiment for this component
randomnoise	random variation changing at each time point
plotting	Indicator whether the component will be plotted (TRUE) or not (FALSE)

Value

matrix of background components

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