Question

Standard Normal DistributionIn Exercises 17–36, assume that a randomly selected subject is given a bone density test. Those test scores are normally distributed with a mean of 0 and a standard deviation of 1. In each case, draw a graph, then find the probability of the given bone density test scores. If using technology instead of Table A-2, round answers

to four decimal places.

Between -2.00 and 2.00.

Short answer

The graph is represented as follows.

The probability that the bone density score is between -2.00 and 2.00 is 0.9544.

Step-by-step solution

Given information

The bone density test scores are normally distributed.

The mean score is $\mu =0$.

The standard deviation is$\sigma =1$.

The z-scores are provided as -2.00 and 2.00.

Draw a graph

Let x represent the bone density test score.

Asthe mean and standard deviation are0 and 1, respectively,x follows a standard normal distribution.

Steps to make a normal curve:

Step 1: Make a horizontal and a vertical axis.

Step 2: Mark the points -4, -2, 0, 2, and 4 on the horizontal axis and points 0.1, 0.2, 0.3, and 0.4 on the vertical axis.

Step 3: Provide titles to the horizontal and vertical axes as ‘z’ and ‘f(z)’, respectively.

Step 4: Shade the region between z=-2.00 and z=2.00.

The shaded area represents the probability.

Compute the probability

Using the standard normal table,

• the area to the left of 2is obtained from the table in the intersection cell with the row value 2 and the column value 0.00, which is obtained as 0.9772.

The probability that the bone density score is between -2.00 and 2.00 is computed as follows.

$$\begin{gathered} P\left(-2.00<z<2.00\right)=P\left(z<2.00\right)-P\left(z<-2.00\right) \\ =0.9772-\left(1-P\left(z<2.00\right)\right) \\ =0.9772-\left(1-0.9772\right) \\ =0.9544 \end{gathered}$$

Thus, the probability that the bone density score is between -2.00 and 2.00 is 0.9544.