PlotNormTest (version 1.0.1)

Univariate_CGF_plot: Graphical plots to assess multivariate univarite assumption of data.

Description

Plots the empirical third/fourth derivatives of cumulant generating function together with confidence probability region. Indication of non-normality is either violation of probability bands or curves with high slope.

Usage

dhCGF_plot1D(x, alpha = 0.05, method)

Value

Plots

Arguments

x

Univariate data

alpha

Significant level (default is \(.05\))

method

string, "T3" used the third derivatives, and "T4" uses the fourth derivatives.

References

ref:ghoshuniPlotNormTest

Examples

set.seed(123)
x <- rnorm(100)
dhCGF_plot1D(x, method = "T3")
dhCGF_plot1D(x, method = "T4")