Example 3.23

EXAMPLE 3.23 Randomization for the TV Commercial Experiment

Figure 3.4 (page 144) displays six treatments formed by the two factors in an experiment on response to a TV commercial. Suppose that we have 150 students who are willing to serve as subjects. We must assign 25 students at random to each group. Figure 3.8 outlines the completely randomized design.

Figure 3.8: FIGURE 3.8 Outline of a completely randomized design for comparing six treatments, Example 3.23.

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To carry out the random assignment, label the 150 students 001 to 150. (Three digits are needed to label 150 subjects.) Enter Table B and read three-digit groups until you have selected 25 students to receive Treatment 1 (a 30-second ad shown once). If you start at line 140, the first few labels for Treatment 1 subjects are 129, 048, and 003.

Continue in Table B to select 25 more students to receive Treatment 2 (a 30-second ad shown three times). Then select another 25 for Treatment 3 and so on until you have assigned 125 of the 150 students to Treatments 1 through 5. The 25 students who remain get Treatment 6. The randomization is straightforward but very tedious to do by hand. We recommend software such as the Simple Random Sample applet. Exercise 3.62 (page 158) shows how to use the applet to do the randomization for this example.