The magic empty bracket
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I have been working with R for some time now, but once in a while, basic functions catch my eye that I was not aware of…
For some project I wanted to transform a correlation matrix into a covariance matrix. Now, since cor2cov
does not exist, I thought about “reversing” the cov2cor
function (stats:::cov2cor
).
Inside the code of this function, a specific line jumped into my retina:
r[] <- Is * V * rep(Is, each = p)
What’s this [ ]?
Well, it stands for every element of matrix . Consider this:
mat <- matrix(NA, nrow = 5, ncol = 5) > mat [,1] [,2] [,3] [,4] [,5] [1,] NA NA NA NA NA [2,] NA NA NA NA NA [3,] NA NA NA NA NA [4,] NA NA NA NA NA [5,] NA NA NA NA NA
With the empty bracket, we can now substitute ALL values by a new value:
mat[] <- 1 > mat [,1] [,2] [,3] [,4] [,5] [1,] 1 1 1 1 1 [2,] 1 1 1 1 1 [3,] 1 1 1 1 1 [4,] 1 1 1 1 1 [5,] 1 1 1 1 1
Interestingly, this also works with lists:
L <- list(a = 1, b = 2, c = 3)
>L
$a
[1] 1
$b
[1] 2
$c
[1] 3
L[] <- 5 > L $a [1] 5 $b [1] 5 $c [1] 5 Cheers, Andrej
Filed under: R Internals Tagged: all elements, empty bracket, matrix
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