A social scientist would like to analyze the relationship between educational attainment (in years of higher education) and annual salary (in $1,000s). He collects data on 20 individuals. A portion of the data is as follows:col1 Salary 40 53 : 38 col2 Education 3 4 : 0a. Find the sample regression equation for the model: Salary = β0 + β1Education + ε. (Round answers to 2 decimal places.)Salaryˆ=Salary^= + Educationb. Interpret the coefficient for Education. As Education increases by 1 unit, an individual’s annual salary is predicted to decrease by $10,850.As Education increases by 1 unit, an individual’s annual salary is predicted to increase by $8,590.As Education increases by 1 unit, an individual’s annual salary is predicted to increase by $10,850.As Education increases by 1 unit, an individual’s annual salary is predicted to decrease by $8,590.c. What is the predicted salary for an individual who completed 7 years of higher education? (Round coefficient estimates to at least 4 decimal places and final answer to the nearest whole number.)