Pelican stores claim that the proportion of sales coming from specific credit card transactions is distributed as follows: American Express – 5%, Discover – 10%, Mastercard – 15%, Visa – 15%, and Pelican Card – 55%. Use the Pelican Stores data to test whether the credit card transactions fit this distribution. Test using a level of significance of α = 0.05.
H0: Level of significance (α): α =
HA:
Type test: two-tailed left
tail right tail
Specify the random variable and distribution to be used in this hypothesis test.
Calculate the p-value
Draw a graph and show the p-value
Show your work and any calculator functions used.
Compare the p-value with α. Decide to Reject or Fail to reject the null hypothesis
Conclusion. State your results in non-technical terms.
Total transactions = 100
Pelican card: 43
Visa: 17
Mastercard: 17
Discover: 15
American express: 8
Ans:
H0: The credit card transactions fits specified distribution.
Ha: The credit card transactions does not fit specified distribution.
Level of significance (α): α = 0.05
Right tailed test
Chi square distribution
Observed,fo | pi | Expected,fe | (fo-fe)^2/fe | |
American | 8 | 0.05 | 5 | 1.800 |
Discover | 15 | 0.1 | 10 | 2.500 |
Mastercard | 17 | 0.15 | 15 | 0.267 |
Visa | 17 | 0.15 | 15 | 0.267 |
Pelican | 43 | 0.55 | 55 | 2.618 |
Total | 100 | 1 | 100 | 7.452 |
Test statistic:
chi square=7.452
df=5-1=4
p-value=CHIDIST(7.452,4)=0.1138
As,p-value>0.05,Fail to reject the null hypothesis
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