Comment by mikorym

I've often told people in the passing that "if you have 20 parameters and p=0.05 you should expect with random data to have something register as significant". Looks like OP has beaten me to it to illustrate this. [1]

[1] http://www.jerrydallal.com/LHSP/coffee.htm