Basically I have 3 matrices of the same dimensions. They only consist of values 0 , 1, 2 ,3. I would like to create a new matrix that takes the highest value from each of the corresponding matrices.
For example, if the first row of the matrices are as follows:
A: 0 1 0 0 1
B: 2 0 0 2 0
C: 0 3 0 3 0
Final: 2 3 0 3 1
I was trying to do a for function with apply but I couldn't get it working.
Edit: I think pmax is the function to do according to the comments.. Thanks! Im am just starting out and learning about R so sorry if this is a simple question.
Here's some sample data:
m1 <- matrix(sample(0:3, 12, replace = TRUE), 4)
m2 <- matrix(sample(0:3, 12, replace = TRUE), 4)
m3 <- matrix(sample(0:3, 12, replace = TRUE), 4)
And the result
pmax(m1, m2, m3)
# [,1] [,2] [,3]
# [1,] 3 1 3
# [2,] 2 3 1
# [3,] 1 3 3
# [4,] 3 3 3