Write a minimum 4 page report explaining the results from your analysis of the ROI of Business Majors and Engineering Majors. Use your results from each week’s assignment to make this report.
Engineering
Hypothesis Test
Sample Size 21
Sample Mean $164,680.00
Sample Standard Deviation 66385.12191
Hypothesized Value 160000
Standard Error 14486.42125
Test Statistics t 0.323061156
Degree of Freedom 20
p-value (lower tail) 0.624998872 0.5
p-value (upper tail) 0.375001128
p-value (two tail) 0.750002255
The level of 0.05 does not reject the null hypothesis in conclusion because the mean ‘Cost’ for a college for Business Major is not any dissimilar than $160,000
Major
Hypothesis Test
Sample Size 20
Sample Mean $188,632.00
Sample standard Deviation 50503.42902
Hypothesized Value 160000
Standard Error 11292.91004
Test Statistic t 2.535396094
Degree of Freedom 19
p-value (lower tail) 0.98991306 0.05
p-value (upper tail) 0.01008694
p-value(two tail) 0.020173879
We should reject the null hypothesis, that is to say, the mean ‘Cost’ for Business major is not $160,000
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t-Test: Two-Sample Assuming Unequal Variances |
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|
1786000 |
2412000 |
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Mean |
1461578.947 |
1807789.474 |
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Variance |
13101035088 |
14855953216 |
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Observations |
19 |
19 |
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Hypothesized Mean Difference |
0 |
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df |
36 |
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t Stat |
-9.025512588 |
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P(T<=t) one-tail |
4.46406E-11 |
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t Critical one-tail |
1.305513886 |
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P(T<=t) two-tail |
8.92812E-11 |
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t Critical two-tail |
1.688297714 |
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The 30 year ROI for Business is less than the 30 year ROI for engineering.