longDataExample: 'LoBrA' Example Data Set
In LoBrA: Generalized Spline Mixed Effect Models for Longitudinal Breath Data

longDataExample

R Documentation

'LoBrA' Example Data Set

Description

'LoBrA' example data set created by the function 'createExampleData'. #' It consist of a single matrix for all experiments, time points, types (background, experiment), class and the intensity values of all components created. The artificial data consist of 20 experiments and 100 components with 18 measurements (3 background, 15 sample). The 10 experiments are each associated to on of 2 groups (ONE and TWO). The components comprise 70 noise components and 30 components that randomly vary in their trajectories in one of three segments. Random noise is added to all intercepts, propagated and added to each time point for all samples and components separately.

Usage

longDataExample

Format

A matrix representing 20 experiments. It contains values for 100 variables at 18 time points for each experiment.

id: Experiment identifier
time: Time Point of Measurement
type: Type of Measurement (e.g. Background, or Sample measurement for each experiment)
class: Class or Group id of the sample/ experiment
bgcomponent-x: 70 random variables that represent the background noise of the experiments
components-x-x: 30 components that randomly vary in their trajectories in one of three time periods, (1:4-8, 2:9-13, 3:14-18).