Range Probabilities for Normal Random Variables

Let X be a normal random variable with cumulative distribution function F(x), and let a  and b be two possible values of X, with a < b. Then

                        

The probability is the area under the corresponding probability density function between a and b, as shown in the following Figure.

Figure: Normal density function with the shaded area indicating the probability that X is between a and b.