In: Statistics and Probability
Samples of starting annual salaries for individuals entering the public accounting and financial planning professions follow. Annual salaries are shown in thousands of dollars.
Public Accountant | Financial Planner |
---|---|
50.2 | 49.0 |
59.8 | 49.2 |
55.3 | 54.1 |
57.2 | 54.9 |
53.2 | 50.9 |
56.0 | 52.6 |
50.9 | 50.7 |
59.5 | 54.9 |
58.0 | 50.8 |
52.9 | 48.9 |
(a)
Use a 0.05 level of significance and test the hypothesis that there is no difference between the starting annual salaries of public accountants and financial planners.
State the null and alternative hypotheses.
H0: Median salary for public accountants − Median salary for financial planners ≥ 0
Ha: Median salary for public accountants − Median salary for financial planners < 0H0: Median salary for public accountants − Median salary for financial planners > 0
Ha: Median salary for public accountants − Median salary for financial planners = 0 H0: The two populations of salaries are identical.
Ha: The two populations of salaries are not identical.H0: The two populations of salaries are not identical.
Ha: The two populations of salaries are identical.H0: Median salary for public accountants − Median salary for financial planners ≤ 0
Ha: Median salary for public accountants − Median salary for financial planners > 0
Find the value of the test statistic.
W =
Find the p-value. (Round your answer to four decimal places.)
p-value =
What is your conclusion?
Do not reject H0. There is sufficient evidence to conclude that there is a significant difference between the starting annual salaries of public accountants and financial planners.
Reject H0. There is not sufficient evidence to conclude that there is a significant difference between the starting annual salaries of public accountants and financial planners.
Do not reject H0. There is not sufficient evidence to conclude that there is a significant difference between the starting annual salaries of public accountants and financial planners.
Reject H0. There is sufficient evidence to conclude that there is a significant difference between the starting annual salaries of public accountants and financial planners.
(b)
What is the sample median annual salaries (in $) for the two professions?
Public Accountantssample median=$
Financial Plannerssample median=$
a) W=82.5
(i) For H0: Median salary for public accountants − Median salary for financial planners = 0
H1: Median salary for public accountants − Median salary for financial planners 0
Conclusion:
At 0.05 level of significance,since p value=0.01549<0.05,we conclude to reject H0. Therefore ,there is difference between Median salary for public accountants and Median salary for financial planners.
(ii) For H0: Median salary for public accountants − Median salary for financial planners = 0
H1: Median salary for public accountants − Median salary for financial planners < 0
Conclusion:
At 0.05 level of significance,since p value=0.9937>0.05,we conclude not to reject H0. Therefore ,there is no difference between Median salary for public accountants and Median salary for financial planners.
(iii) For H0: Median salary for public accountants − Median salary for financial planners = 0
H1: Median salary for public accountants − Median salary for financial planners > 0
Conclusion:
At 0.05 level of significance,since p value=0.007743<0.05,we conclude to reject H0. Therefore ,there is difference between Median salary for public accountants and Median salary for financial planners.
b)
Public Accountants sample median=$55.65
Financial Planners sample median=$50.85