In: Statistics and Probability
The Scholastic Aptitude Test (SAT) contains three parts: critical reading, mathematics, and writing. Each part is scored on an -point scale. A sample of SAT scores for six students follows.
Student | Critical Reading |
Mathematics | Writing |
---|---|---|---|
1 | 524 | 535 | 531 |
2 | 597 | 585 | 588 |
3 | 461 | 465 | 446 |
4 | 556 | 565 | 551 |
5 | 435 | 478 | 432 |
6 | 425 | 453 | 419 |
a. Using a .05 level of significance, do students perform differently on the three portions of the SAT?
Source of Variation |
Sum of Squares (to whole number) |
Degrees of Freedom |
Mean Square (to whole number) |
(to 2 decimals) |
-value (to 4 decimals) |
Treatments | |||||
Blocks | |||||
Error | |||||
Total |
a)
We use the Excel Data Analysis Tool for ANOVA single
factor
The null and alternative hypotheses are :
Ho : There is no difference in the performance
of the students on the three portions of the SAT
Ha : There is a difference in the performance of the
students on the three portions of the SAT
Continuing with the test
p-value = 0.8763
α = 0.05 5% level of significance
0.8763 > 0.05
that is, p-value > level of significance
Hence, we Do Not Reject Ho
Conclusion :
At 5% level of significance, there DOES NOT EXIST enough
statistical evidence to show that
there is a difference in the performance of the students on the
three portions of the SAT
that is
There is no difference in the performance of the students
on the three portions of the SAT
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