In: Statistics and Probability
The school paper claims that 35% of students have credit card debt. But one thinks it’s more. simple random sample “196” students and “78,” say that they have credit card debt.
Is there sufficient evidence at the 5% significance level (α = .05) to indicate that the percent of students with credit card debt is more than 35%
Show all work (or explain what is plug into the calculator). Use specific wording.
Ho:
Ha:
Test statistic:
p-value:
Statistical conclusion:
Conclusion in plain English:
Solution :
Given that,
= 0.35
1 - = 0.65
n = 196
x = 78
Level of significance = = 0.05
Point estimate = sample proportion = = x / n = 0.398
This a two- tailed test.
This a right (One) tailed test.
The null and alternative hypothesis is,
Ho: p = 0.35
Ha: p 0.35
Test statistics
z = ( - ) / *(1-) / n
= ( 0.398 - 0.35) / (0.35*0.65) / 196
= 1.409
P-value = P(Z > z )
= 1 - P(Z < 1.409 )
= 1 - 0.9206
= 0.0794
The p-value is p = 0.0794, and since p = 0.0794 > 0.05, it is concluded that fail to reject the null hypothesis.
There is not sufficient evidence at the 5% significance level (α = .05) to indicate that the percent of students with credit card debt is more than 35%