spdCor: Calculating semi-partial distance correlation of columns of a...

In kzst/nda: Generalized Network-Based Dimensionality Reduction and Analysis

Calculating semi-partial distance correlation of columns of a matrix

Description

Calculating semi-partial distance correlation of two columns of a matrix for Generalized Network-based Dimensionality Reduction and Analysis (GNDA).

The calculation is very slow for large matrices!

Usage

spdCor(x)

Arguments

x	a a numeric matrix, or a numeric data frame

Value

Semi-partial distance correlation matrix of x.

Author(s)

Prof. Zsolt T. Kosztyan, Department of Quantitative Methods, Institute of Management, Faculty of Business and Economics, University of Pannonia, Hungary

e-mail: [e-mail]

References

Rizzo M, Szekely G (2021). _energy: E-Statistics: Multivariate Inference via the Energy of Data_. R package version 1.7-8, <URL: https://CRAN.R-project.org/package=energy>.

Examples

# Specification of semi-partial distance correlaction matrix.
x<-matrix(rnorm(36),nrow=6)
spdCor(x)

kzst/nda documentation built on Dec. 16, 2024, 7:02 a.m.