In excel below formula will generate random number from a normal distribution with mean 10 and variance 1. Is there a way to set a fix seed so that i get a fix set of random numbers all the time? I am using Excel 2010
=NORMINV(RAND(),10,1)
You can implement your own random number generator using spreadsheet functions. For example, C++11 has a Lehmer random number generator called minstd_rand
which is obtained by the recurrence
X = X*g (mod m)
where g = 48271
and m = 2^31-1
In A1
you can place your seed value. In A2
enter the formula:
=MOD(48271*A1,2^31-1)
and copy it down however far you need.
In B2
enter =A2/(2^31-1)
and in C2
enter =NORM.INV(B2,10,1)
, copying as needed. Note that you can always replace the seed value in A1
by
=RANDBETWEEN(1,2^31-2)
if you want to turn volatile randomness back on.
The following screenshot shows 25 random normal variables generated in this fashion:
As you can tell from the histogram the distribution seems roughly normal.