In: Statistics and Probability
5. A spokesperson for the Mars Company stated that MM’s are produced in the following color proportions:
15% Brown, 15% Yellow, 20% Blue, 15% Red, 20% Green, and 15% Orange. To test this claim a Math 15
class at SRJC randomly selected 928 MM’s. The results appear below. (These are actually the results
we saw from the Handout 4 assignment last semester). Test the claim at a = 0.5 (2,2,3,3)
MM color |
Number |
Expected Value |
Brown |
144 |
|
Yellow |
140 |
|
Blue |
180 |
|
Red |
129 |
|
Green |
209 |
|
Orange |
126 |
a. State the Null and Alternative hypotheses. (2)
b. Assuming the Null Hypothesis is correct, find the expected values. (2)
c. State and label the test statistic. Show at least two parts of summation. (3)
d. What is the conclusion about the claim and how you made the decision? (3)
a. State the Null and Alternative hypotheses. (2)
Ans: Null Hypothesis: Mars Company produces the MM’s in the following color proportions: 15% Brown, 15% Yellow, 20% Blue, 15% Red, 20% Green, and 15% Orange.
Alternative Hypothesis: Mars Company does not produce the MM’s in the following color proportions: 15% Brown, 15% Yellow, 20% Blue, 15% Red, 20% Green, and 15% Orange.
b. Assuming the Null Hypothesis is correct, find the expected values. (2).
Ans:
MM color | Number (O) | Proportion (P) | Expected Value=P*928 |
Brown | 144 | 0.15 | 139.2 |
Yellow | 140 | 0.15 | 139.2 |
Blue | 180 | 0.2 | 185.6 |
Red | 129 | 0.15 | 139.2 |
Green | 209 | 0.2 | 185.6 |
Orange | 126 | 0.15 | 139.2 |
928 |
c. State and label the test statistic. Show at least two parts of the summation. (3)
Ans:
MM color | Number (O) | Proportion (P) | Expected Value=P*928 | (O-E)^2/E |
Brown | 144 | 0.15 | 139.2 | 0.165517241 |
Yellow | 140 | 0.15 | 139.2 | 0.004597701 |
Blue | 180 | 0.2 | 185.6 | 0.168965517 |
Red | 129 | 0.15 | 139.2 | 0.747413793 |
Green | 209 | 0.2 | 185.6 | 2.950215517 |
Orange | 126 | 0.15 | 139.2 | 1.251724138 |
928 | 5.288433908 |
The test statistic, Chi-square=5.29
The p-value for the Chi-square=5.29 at (6-1)=5 degree of freedom is 0.3817.
d. What is the conclusion about the claim and how you made the decision? (3)
Ans: The p-value is 0.3817 and greater than 0.05 level of significance. Hence, fail to reject the null hypothesis and accept the claim of a spokesperson for the Mars Company stated that MM’s are produced in the following color proportions: 15% Brown, 15% Yellow, 20% Blue, 15% Red, 20% Green, and 15% Orange.