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Data on monthly spending of 50 individuals on fruits (in dollars) has been collected and researchers want to know the relationship with one's annual income

Data on monthly spending of 50 individuals on fruits (in dollars) has been collected and researchers want to know the relationship with one's annual income of each individual (in thousands of dollars), whether they are male (male =1 if yes, 0 otherwise) and whether they are college graduates (COLLEGE=1 if yes, 0 otherwise). The analysis of data is presented below:

SUMMARY OUTPUT

Based on this analysis, what percentage of variations in monthly spending on fruits can be explained by the model?

Multiple R 0.745
R Square 0.555
Adjusted R Square 0.536
Standard Error 17.126
Observations 50

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