In: Statistics and Probability
Confidence in banks: A poll conducted in 2012 asked a random sample of 1342 adults in the United States how much confidence they had in banks and other financial institutions. A total of 143 adults said that they had a great deal of confidence. An economist claims that less than14% of U.S. adults have a great deal of confidence in banks. Can you conclude that the economist's claim is true? Use both =α0.10 and =α0.01 levels of significance and the P-value method with the TI-84 Plus calculator.
(b) Compute the P-value. Round the answer to at least four decimal places.
P-value= ___
Solution:
Given:
n = sample size = 1342
x = Number of adults said that they had a great deal of confidence = 143
Claim: less than 14% of U.S. adults have a great deal of confidence in banks.
that is: p < 0.14
levels of significance:
α = 0.10 and α = 0.01
Thus hypothesis are:
H0: p = 0.14 Vs H1: p < 0.14
Use following step in TI 84 to find P-value:
Press STAT and select 1-PropZTest
Enter numbers:
Click on calculate and press Enter
P-value = 2.0725672E-4
Since this is scientific number with negative power of 4
thus we need to move 4 decimal places to left side
thus
P-value = 0.00020725672
P-value = 0.0002
Decision Rule at α = 0.10:
Reject null hypothesis H0, if P-value < 0.10 level of
significance, otherwise we fail to reject H0
Decision Rule at α = 0.01:
Reject null hypothesis H0, if P-value < 0.01 level of
significance, otherwise we fail to reject H0
Since P-value = 0.0002 is less than both level of significance 0.10 and 0.01, we reject null hypothesis H0.
Conclusion:
At both level of significance 0.10 and 0.01, there is sufficient
evidence to support an economist claims that less than1 4% of U.S.
adults have a great deal of confidence in banks.