V. Conditional Probabilities
Conditional probabilities calculate the probability of event A, given that event B has already occurred. For example, it would consider the probability of a customer purchasing a new car, given that we know the customer is female. This may indeed be different than simply estimating the probability that any one customer will purchase the new car.