plot2Densities {ImpactEffectsize} | R Documentation |
plots the pdf of the two groups as Pareto density estimation.
plot2Densities(Data,Cls,col=c("red","blue"), pde=TRUE, meanLines=FALSE,medianLines=FALSE,...)
Data |
The data of both groups as a vector. |
Cls |
The class information as a vector of similar length as the data vector. |
col |
Colors of the two lines to plot. |
pde |
Plots a standard pdf insted of a non-parametric Pareto density estimation. |
meanLines |
Adds perpendicular lines at the means of the two groups. |
medianLines |
Adds perpendicular lines at the medians of the two groups. |
... |
More graphical parameters can be entered as plot arguments if PlotIt = TRUE. |
Jorn Lotsch and Alfred Ultsch
Lotsch, J., and Ultsch, A. (2019): Impact – an R Package for calculation and visualisation of the Impact distance and shape based effect size measure.
## example 1 nrPerClass = 100 SampleImpact = c() SampleClasses = rep(c(1,2), each=nrPerClass) SampleData = matrix(ncol=100, nrow=200) for(i in 1:100){ SampleVector = c(rnorm(nrPerClass, 1, 5), rnorm(nrPerClass, i, 5)) SampleData[,i] = SampleVector SampleImpact[i] = Impact(SampleVector, SampleClasses)$Impact } plot(SampleImpact, type='l', main=("Impact: \nIncreasing difference in means"))