In: Statistics and Probability
a credit card company claims that the mean credit card debt for individuals is greater than 4700.00 you want to test this claim. you find that a random sample of 38 cardholders has a mean credit card balance of 4873.00 and a standard deviation of 575.00 at a=0.05
Given:
Sample size = n = 38
Standard deviation = s = 575
Claim : A credit card company claims that the mean credit card debt for individuals is greater than 4700.
Hypothesis test :
The null and alternative hypothesis is
Test statistic :
= (4873 - 4700) / 575 /√38
= 1.855
t = 1.855
Degree of freedom = df = n-1 = 38-1 = 37
P-value :
P-value corresponding to t = 1.855 with df = 37 is
P(t > 1.855) = 0.0358
Since P-value <
= 0.05, we reject the null hypothesis.
Dicision : Reject the null hypothesis.
Conclusion : There is sufficient evidence to conclude that a
credit card company claims that the mean credit card debt for
individuals is greater than 4700 at
= 0.05