Pricing a derivative can feel like guessing the future. But what if we could change the odds so that every investment looks completely fair, and then just take an average? That’s what martingale methods and changes of measure let us do. In this chapter, you’ll see how shifting the probabilities of a random process turns it into a martingale, and how to use that shift to price options and other claims clearly.