Area under a Normal Curve Suppose that a random variable X is normally distributed with mean a and stan- dard deviation o. The area under the normal curve for any interval of values of the random variable X represents either the of the population with the characteristic described by the interval of values or the that a randomly selected individual from the population will have the characteristic described by the interval of values