In: Statistics and Probability
20. 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. Show all work to receive credit. Include a table of your results.
Group A | Group B | Group C |
101 | 151 | 101 |
108 | 149 | 109 |
98 | 160 | 198 |
107 | 112 | 186 |
111 | 126 | 160 |
What is the df(Between)?
What is the df(Within)?
What are the SSbetween and MSbetween?
What are the SSwithin and MSwithin?
What is the F Statistic?
At the 5% significance level, are the scores among the different
groups different? Use APA format to answer this question (including
IV and DV).
By using excel we can solve this question easily.
First, enter all data into excel.
Click on Data -------> Data Analysis--------> Anova:
Single-Factor-----> Input Data -------> Select all data
-------> Output Range : Select any empty cell -------->
ok
We get
The df(Between) = 2
The df(Within) = 12
The SSbetween = 5700.4
MSbetween = 2850.2
SSwithin = 9474
MSwithin = 789.5
The F Statistic = 3.6101
Claim: The scores among the different groups different.
The null and alternative hypothesis is:
H1: At least one of the mean is not equal.
Level of significance = 0.05
Test statistic F = 3.6101
Critical value = 3.8853
Test statistic F < Critical value we fail to reject null hypothesis.
Conclusion: The scores among the different groups are the same.