So with 11 years of experience our regression equation tells us the expected salary is about $84,000. The first row in the Years column in our sample data is 11, so if we use 11 in our equation we get 60.70 + 2.169*11 = 84.559. Our regression equation is Salary = 60.70 + 2.169*Years, so for every year of experience, we expect the salary to increase by 2.169. The fitted values are the salaries that our regression equation would predict, given the number of years of experience.
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