bankroll: 100 times your large bet?

I was wondering why you are supposed to take 100 times your large bet. I know it is a general rule of thumb to have that amount and I was wondering if there are formula's or statistical evidence that supports having 100 times your big bet. Also what exactly does having that amount insure you? What risks are you taking if say you only have 50 times your large bet? Thanks a lot.