Upon request, the Mars Company (the maker of M&M's) will provide the color distribution for their candies. As of August 2009, they noted that
"Our color blends were selected by conducting consumer
preference tests, which indicate the assortment of
colors
that pleased the greatest number of people and created the most
attractive overall effect.
On average, our mix of colors for M&M'S CHOCOLATE CANDIES
is:
M&M'S MILK CHOCOLATE: 24% cyan blue, 20% orange, 16% green,
14% bright yellow, 13% red, 13% brown."
Data collected from a bag of Milk Chocolate M&M's are provided.
Blue |
Brown |
Green |
Orange |
Red |
Yellow |
110 |
47 |
52 |
103 |
58 |
50 |
We want to determine if this sample provides evidence that the color distribution has changed since August 2009.
Reference: 7-10
Find the expected counts for each color using the sample size (420
total candies) and null hypothesis.
Ho: The null hypothesis states that the proportion of colors of M&M chocolate candies is same as 2009; i.e
Pblue= 0.24 , porange= 0.20, pgreen= 0.16, pyellow= 0.14, pred= 0.13, pbrown= 0.13
Ha: Some of the population proportions differ from the values stated in the null hypothesis
This corresponds to a Chi-Square test for Goodness of Fit.
Test statistics: Chi-Square test for Goodness of Fit.
Nos of die | Observed values (fo) |
Expected Proportions | Expected values (fe) |
(fo-fe)2/ fe |
blue | 110 | 0.240 | 100.80 | 0.840 |
brown | 47 | 0.130 | 54.60 | 1.058 |
green | 52 | 0.160 | 67.20 | 3.438 |
orange | 103 | 0.200 | 84.00 | 4.298 |
red | 58 | 0.130 | 54.60 | 0.212 |
yellow | 50 | 0.140 | 58.80 | 1.317 |
Total | 420 | 1.000 | 420.00 | 11.162 |
Expected values are the expected counts. (fe)
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