colCors {arrayMagic} | R Documentation

## Correlation coefficients between the corresponding columns (rows) of two matrices that have the same size.

### Description

Correlation coefficients between the corresponding columns (rows) of two matrices that have the same size.

### Usage

    rowCors(x,y)
    colCors(x,y)

### Arguments

`x` | Matrix
`y` | Matrix, same size as `x`

### Details

The implementation is naive.

### Value

A vector with the correlation coefficients for each row (`rowWiseSds`), or column (`rowWiseSds`)

### See Also

`colSums`

### Examples

    x  = matrix(runif(1e6), ncol=100)
    y  = matrix(runif(1e6), ncol=100)

    commands = c(
      "c1 <<- colCors(x,y)",
      "c2 <<- sapply(1:ncol(x), function(i) cor(x[,i], y[,i]))",
      "c3 <<- rowCors(x,y)",
      "c4 <<- sapply(1:nrow(x), function(i) cor(x[i,], y[i,]))")

    times = sapply(commands, function(text) system.time(eval(parse(text=text)))[1])
    print(t(times))

    stopifnot(all(abs(c1-c2) < 1e-3))
    stopifnot(all(abs(c3-c4) < 1e-3))

[Package arrayMagic version 1.14.0 Index]