[aliceryhl]

Running the experiment until you have a specific pre-determined number of observations is okay.

However, the deceptively similar scheme of running it until the results are statistical significant is not okay!

[mreezie]

If you want statistical significance of 1/20 and you check 20 times... you are likely to find it.