filterCorrelation: Compute the BAHC correlation matrix.

Description Usage Arguments Value Examples

View source: R/main.R

Description

Compute the BAHC correlation matrix.

Usage

1
filterCorrelation(x, k = 1, Nboot = 100)

Arguments

x

A matrix: x_{i,f} is feature f of object i

k

The order of filtering. k=1 corresponds to BAHC.

Nboot

The number of bootstrap copies

Value

The BAHC-filtered correlation matrix of x.

Examples

1
2
r=matrix(rnorm(1000),nrow=20)   # 20 objects, 50 features each
Cor_bahc=filterCorrelation(r)

bahc documentation built on Oct. 23, 2020, 8:22 p.m.

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