Description Usage Arguments Value Examples
Compute the BAHC correlation matrix.
1 | filterCorrelation(x, k = 1, Nboot = 100)
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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 |
The BAHC-filtered correlation matrix of x
.
1 2 | r=matrix(rnorm(1000),nrow=20) # 20 objects, 50 features each
Cor_bahc=filterCorrelation(r)
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