The probability of an event under a probability distribution can be calculated by finding the area under the distribution curve that is to the right of the event. For example, if you are using the normal distribution to model the distribution of claims for car accidents, and you want to calculate the probability of a claim that is $10,000 or more, you would find the area under the curve that is to the right of $10,000.