Correlation of two matrices for more efficient calculations

Usage

matrixCorrelation(
  mat1,
  mat2,
  type = c("pearson", "spearman"),
  rank_data = FALSE,
  return_pvalue = TRUE
)

Arguments

mat1: first matrix of data to correlate
mat2: must have same dimensions as mat1
type: method of correlation
rank_data: logical
return_pvalue: default=TRUE

Value

A dataframe with five columns containing the pairs of data that were correlated, the correlation coefficient, p-value, and number of samples included in the correlation.

Examples

# example code