Preamble
I've looked through other questions (1, 2, 3) describing the use and function of set.seed()
and .Random.seed
and can't find this particular issue documented so here it is as a question:
Inital Observation
When I inspect the .Random.seed
s generated as a result of set.seed(1)
and set.seed(2)
, I find that the first two elements are always the same (10403
& 624
) while the rest appears not to be. See example below.
My questions
- Is that expected?
- Why does it happen?
- Will this have any untoward consequenses for any random simulation I might do based on it?
Reproducible Example
f <- function(s1, s2){
set.seed(s1)
r1 <- .Random.seed
set.seed(s2)
r2 <- .Random.seed
print(r1[1:3])
print(r2[1:3])
plot(r1, r2)
}
f(1, 2)
#> [1] 10403 624 -169270483
#> [1] 10403 624 -1619336578
Created on 2022-01-04 by the reprex package (v2.0.1)
Note that the first two elements of each .Random.seed
are identical but the remainder is not. You can see in the scatterplot that it's just a random cloud as expected.
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