Use hypothesis tests seven step method to answer the followi
Use hypothesis tests seven step method to answer the following.
Researchers collected a simple random sample of the times that 81 college students required to earn their bachelor\'s degrees. The sample has a mean of 4.8 years and a standard deviation of 2.2 years (based on data from the National Center for Education Statistics). Use a 0.05 significance level to test the claim that the mean time for all college students is greater than 4.5 years
Solution
Formulating the null and alternative hypotheses,
Ho: u <= 4.5
Ha: u > 4.5
As we can see, this is a right tailed test.
Thus, getting the critical z, as alpha = 0.05 ,
alpha = 0.05
zcrit = + 1.644853627
Getting the test statistic, as
X = sample mean = 4.8
uo = hypothesized mean = 4.5
n = sample size = 81
s = standard deviation = 2.2
Thus, z = (X - uo) * sqrt(n) / s = 1.227272727
Also, the p value is
p = 0.109860051
Comparing z < 1.64485, (or, P > 0.05), we FAIL TO REJECT THE NULL HYPOTHESIS.
Thus, there is no significant evidence that the mean time for all college students to earn their bachelor\'s degrees is greater than 4.5 years. [CONCLUSION]
