PDEnormrobust: PDEnormrobust

In Mthrun/DataVisualizations: Visualizations of High-Dimensional Data

PDEnormrobust

Description

This functions plots ParetoDensityEsrtimation (PDE) and robustly estimated Gaussian with empirical Mean and Variance

Usage

PDEnormrobust(Data,xlab='PDE',ylab,main='PDEnormrobust',
                          PlotSymbolPDE='blue',PlotSymbolGauss= 'magenta',PlotIt=TRUE,...)

Arguments

Data	numeric vector, data to be plotted.
xlab	Optional,see plot
ylab	Optional,see plot
main	Optional,see plot
PlotSymbolPDE	line color pdf
PlotSymbolGauss	line color robust gauss
PlotIt	TRUE:plots, FALSE does not
...	Further arguments for plot

Value

Kernels	numeric vector. The x points of the PDE function.
ParetoDensity	estimated pdf of data, numeric vector, the PDE(x).
ParetoRadius	numeric value, the Pareto Radius used for the plot.
Normaldist	pdf based on rubstly estimated parameters

Author(s)

Michael Thrun

Mthrun/DataVisualizations documentation built on Jan. 16, 2024, 1:01 a.m.