A major retail clothing store is interested in estimating the difference in mean monthly purchases by customers who use the store's in-house credit card versus using a Visa, Mastercard, or one of the other major credit cards. To do this, it has randomly selected a sample of customers who have made one or more purchases with each of the types of credit cards. The following represents the results of the sampling:
In House Credit Card National Credit
Card Sample Size 86 113
Sample Mean $45.67 $39.87
Sample Standard Deviation $10.90 $12.47
Suppose that the managers wished to test whether there is a statistical difference in the mean monthly purchases by customers using the two types of credit cards, using a significance level of .05, what is the value of the test statistic assuming the variances are equal?
t = 3.43 |
z = 11.91 |
z = 3.51 |
t = 2.86 |
The pooled estimator of the sample variance
The pooled estimator of the sample standard deviation=
11.82
T test formula for mean difference.(Variances unknown and
equal)
=3.43
Therefore, t=3.43
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