Question

In: Statistics and Probability

The makers of Country Boy Corn Flakes are thinking about changing the packaging of the cereal...

The makers of Country Boy Corn Flakes are thinking about changing the packaging of the cereal with the hope of improving sales. In an experiment, five stores of similar size in the same region sold Country Boy Corn Flakes in different-shaped containers for 2 weeks. Total packages sold are given in the following table. Using a 0.05 level of significance, shall we reject or fail to reject the hypothesis that the mean sales are the same, no matter which shape box is used?

Cube Cylinder Pyramid Rectangle
116 107 71 161
86 113 60 93
66 177 114 126
98 90 68 89
70 81 84 110

Classify the problem as being a Chi-square test of independence or homogeneity, Chi-square goodness-of-fit, Chi-square for testing or estimating σ2 or σ, F test for two variances, One-way ANOVA, or Two-way ANOVA, then perform the following.

(a) Find the sample test statistic

.

(b) In the case of one-way ANOVA, make a summary table.

Source of
Variation
Sum of
Squares
Degrees of
Freedom
MS F
Ratio
P Value Test
Decision
Between
groups

Reject

or Do not reject

Within
groups
Total

Solutions

Expert Solution

We will conduct a single factor ANOVA here since we have only one factor of interest here.

a)

The test statistic: F = 2.1579

b)

: at least one mean is different than the other

Significance level:

The P-value > 0.05, since the P-value is > significance level, we fail to reject the null hypothesis

We have no evidence to reject the claim that the mean sales are the same, no matter which shape box is used


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