Functions like mean, var, std, and median take an optional keyword argument for computing things elementwise along a given dimension of a multidimensional array.
using Statistics
X = rand(2, 2, 10)
mean(X, dims = 3)
var(X, dims = 3)
std(X, dims = 3)
median(X, dims = 3)