In: Statistics and Probability
Given the average monthly insurance bill for a college student is = $32.79. A sample of n = 50 UD students finds that the pay an average bill of = $30.63. Using a population standard deviation of = $5.60 and an alpha of 0.01 the test is developed. based on the given claim tha Ho and Ha for this scenario is:
Based on the hypothesis this will be two-tailed test, since the population standard deviation is known and the sample size is greater than 30 hence it is assumed a normal distribution and Z statistic is applicable for hypothesis tesing.
P-value Approach
Rejection region:
Reject the Ho if P-value is less than 0.01
Test statistic:
P-value:
The P-value is computed using the excel formula for normal distribution which is =2*(NORM.S.DIST(-2.727, TRUE)), the P-value is computed as 0.0064.
Conclusion:
Since the P-value is less than 0.01 hence at 0.01 level of significance we reject the null hypothesis and conclude that there is sufficient evidence to warrant the rejection of the claim.