5)
Kellogg’s Cereal Corporation is performing a test of a new marketing strategy in 9 selected Midwest cities to see if replacing “Tony the Tiger” as the “face” of Kellogg’s Sugar Frosted Flakes will result in increased sales.
Data is in large boxes sold per store.
Market Monthly sales before changing Tony Sales the first month after replacing Tony.
Detroit 240 266
Chicago 334 346
Denver 197 193
Houston 223 227
Oakland 134 151
Pittsburgh 231 236
Sacramento 198 205
Toledo 101 119
Zanesville 123 138
Perform a t-test for Two Dependent Samples and call monthly sales before the change as Group 1.
Using the excel tool for a given dependent sample
Group1 | Group2 |
240 | 266 |
334 | 346 |
197 | 193 |
223 | 227 |
134 | 151 |
231 | 236 |
198 | 205 |
101 | 119 |
123 | 138 |
The hypotheses are
Using excel the left tail t-test as
t-Test: Paired Two Sample for Means | ||
Group1 | Group2 | |
Mean | 197.8889 | 209 |
Variance | 5138.1111 | 4981 |
Observations | 9 | 9 |
Hypothesized Mean Difference | 0 | |
df | 8 | |
t Stat | -3.6898 | |
P(T<=t) one-tail | 0.0031 | |
t Critical one-tail | 1.8595 |
a) t critical value at 0.05 level of significance =1.8595
b)The value of test statistic =-3.6898
c)Since P-value is less than the level of significance 0.05 hence we reject the null hypothesis and support the claim.
d) The P-value =0.0031
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