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A video game developer is testing a new game on three different groups. Each group represents a different target market for the game. The developer collects scores from a random sample from each group. The results are shown in the Table.

Group AGroup BGroup C10115110110814910998160198107112186111126160

What isp-value?

Short Answer

Expert verified

The p- value is0.059.

Step by step solution

01

Given Information

From our Table, we can calculate

s1=525,s2=698,s3=754

We now can calculate:

SSbetween=∑sj2nj-∑sj2n

SSbetween=s125+s225+s325-s1+s2+s3215

where n1=n2=n3=5and n=n1+n2+n3=15

So, we calculate

(525)25+(698)25+(754)25-(525+698+754)215

02

Explanation

SSbetween=266.269-260568.6=5700.4

Stotal=∑x2-∑x2n

Stotal=275.743-260568.6

Stotal=15174.4

SSwithin=SStotal-SSbetween

SSwithin=9474

MSbetween=SSbetweenk-1, where k=3

MSbetween=5700.43=2850.2

MSwithin=SSwithinn-k

MSwithin=947412=789.5

Now, we can find F-statistic:

F=MSbetweenMSwithin=2850.2789.5

F=3.61

03

Final answer

To find these results on the calculator:

Press START. Press 1EDIT. Put the data into the lists L1,L2,L3

Press START, and arrow over to TESTS, and arrow down to ANOVA. Press ENTER, and then enter L1,L2,L3. Press ENTER. We will see that the values in the foregoing ANOVA table are easily produced by the calculator, including the test statistic and the p-value of the test.

The calculator displays:

F=3.610132996

p=0.05922855(p-value)

Factor

df=2

SS=5700.4

MS=2850.2

Error

df=12

SS=9474

MS=789.5

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Most popular questions from this chapter

A video game developer is testing a new game on three different groups. Each group represents a different target market for the game. The developer collects scores from a random sample from each group. The results are shown in the Table.

Group AGroup BGroup C10115110110814910998160198107112186111126160

At the 10%significance level, are the scores among the different groups different?

A video game developer is testing a new game on three different groups. Each group represents a different target market for the game. The developer collects scores from a random sample from each group. The results are shown in the Table.

Group AGroup BGroup C10115110110814910998160198107112186111126160

What is Fstatistic?

Two coworkers commute from the same building. They are interested in whether or not there is any variation in the time it takes them to drive to work. They each record their times for 20commutes. The first worker’s times have a variance of 12.1. These coworkers' times have a variance of 16.9. The first worker thinks that he is more consistent with his commute times. Test the claim at the 10% level. Assume that commute times are normally distributed. What is the p-value?

Use the following information to answer the next five exercises. There are five basic assumptions that must be fulfilled in order to perform a one-way ANOVA test. What are they?. Write another assumption.

64. Three students, Linda, Tuan, and Javier, are given five laboratory rats each for a nutritional experiment. Each rat's weight is recorded in grams. Linda feeds her rats Formula A, Tuan feeds his rats Formula B, and Javier feeds his rats Formula C. At the end of a specified time period, each rat is weighed again, and the net gain in grams is recorded. Using a significance level of 10%, test the hypothesis that the three formulas produce the same mean weight gain

Linda's rats
Tuan's rats
Javier's rats
43.5
47.0
51.2
39.4
40.5
40.9
41.3
38.9
37.9
46.0
46.3
45.0
38.2
44.2
48.6
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