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My variables are : Y Variable : Starting Salary after college X1 : What's more valuable time or money X2 : College Debt after college

My variables are :

Y Variable : Starting Salary after college

X1 : What's more valuable time or money

X2 : College Debt after college

X3 : Personal fulfillment in your job after college

Structure : Intro - what is the idea underlying your model, and specially how does your X variables support them

Body - Analyze the data within the context

Conclusion - Summary/Possible changes

Intro so far : After graduating what do you expect your starting salary to be? Knowing that do you value time or money in regards to your future. Does your college debt affect your decision to find personal fulfillment in your job or are you only interested in making money and paying off your college debt?

Here's the data :

Regression Statistics
Multiple R 0.25
R Square 0.06
Adjusted R Square 0.02
Standard Error 17655.03
Observations 64.00
ANOVA
df SS MS F Significance F
Regression 3.00 1294984861.56 431661620.52 1.38 0.26
Residual 60.00 18702015138.44 311700252.31
Total 63.00 19997000000.00
Coefficients Standard Error t Stat P-value Lower 95% Upper 95%
Intercept 80910.50 13193.57 6.13 0.00 54519.44 107301.56
Value: T/M 2859.99 5346.76 0.53 0.59 -7835.13 13555.10
Work Hrs -63.16 187.82 -0.34 0.74 -438.85 312.52
Job Fulfillment -3960.95 2056.50 -1.93 0.06 -8074.56 152.65

Value: T/M Work Hrs Job Fulfillment
Value: T/M 1.0000
Work Hrs 0.0512 1.0000
Job Fulfillment -0.0220 0.0116 1.0000

Please analyze the data thoroughly and give examples/suggestions on ways the model can be improved.

Thank you!

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