Calculate correlation between two matrices using cor. A group of specific threshold can be set, in which case the correlations are calculated incrementally for values above the thresholds.

correlation(x, y, method = "kendall", thresholds = c(0))

Arguments

x

Numeric matrix.

y

Numeric matrix.

method

Character string correlation method used (default: 'kendall').

thresholds

Numeric vector of thresholds used (default: c(0)).

Value

A list with 2 items:

thresholds

Correlations between 2 matrices with values above a given threshold.

total

Overall correlation between the 2 matrices.

See also