Suppose you are interested in studying the relationship between a person's age and their
yearly income. You collect data on the age and income of 100 individuals and run a regression
analysis. The resulting regression line is Y = 10000 + 500X, where Y represents income and X
represents age.
Which statement is correct?
For every year increase in age, income is expected to increase by $500.
For every year increase in age, income is expected to decrease by $500
Income is expected to increase by $500 for individuals with an age of 0
Income is expected to decrease by $500 for individuals with an age of 0.