The Confidence Game - Recommended Book
...We tend to believe that chance has a way of evening things out. If a coin has landed on tails eight times, the next one must be heads. It's hard for us to wrap our heads around the fact that probability doesn't care about timing; doesn't care about what we think, and doesn't care about what came before. Each event is entirely independent of the one before, and will in no way affect the one after. Still, the gambler insists that the next one will be the lucky winner...