Question

In: Statistics and Probability

5.         A spokesperson for the Mars Company stated that MM’s are produced in the following color proportions:...

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)

Solutions

Expert Solution

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.


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