hsplot: Plots Pearson/Spearman/Kendall correlation against distance...

In dcortools: Providing Fast and Flexible Functions for Distance Correlation Analysis

Plots Pearson/Spearman/Kendall correlation against distance correlation (often resembling a horseshoe(hs)).

Description

Plots Pearson/Spearman/Kendall correlation against distance correlation (often resembling a horseshoe(hs)).

Usage

hsplot(dcmat, maxcomp = 1e+05, col = "blue", alpha = 1, cortrafo = "none")

Arguments

dcmat	A dcmatrix object.
maxcomp	Maximum number of associations, for which distance correlation is plotted against correlation. If the number of associations in the dcmat object is larger, only the maxcomp associations with the largest difference between distance correlation and absolute (Pearson/Spearman/Kendall) correlation are plotted.
col	color of the plot.
alpha	alpha parameter of the plot.
cortrafo	Either "none" or "gaussiandcor". If "gaussiandcor", the distance correlation under assumption of normality is calculated and plotted against the actual distance correlation. Note that this is only sensible for Pearson correlation!

Value

Plot of (possibly transformed) Pearson/Spearman/Kendall correlation against distance correlation.

dcortools documentation built on Dec. 10, 2022, 1:09 a.m.