Regression equation


Assignment:

Two experts provided subjective lists of school districts that they think are among the best in the county. For each school district the average class size, the combined SAT score, and the percentage of students who attended a four-year college were provided.

District

Average Class Size

Combined SAT Score

% Attend Four-Year College

Blue Springs, MO

25

1083

74

Garden City, NY

18

997

77

Indianapolis, IN

30

716

40

Newport Beach, CA

26

977

51

Novi, MI

20

980

53

Piedmont, CA

28

1042

75

Pittsburg, PA

21

983

66

Scarsdale, NY

20

1110

87

Wayne, PA

22

1040

85

Weston, MA

21

1031

89

Farmingdale, NY

22

947

81

Mamaroneck, NY

20

1000

69

Mayfield, OH

24

1003

48

Morristown, NJ

22

972

64

New Rochelle, NY

23

1039

55

Newtown Square, PA

17

963

79

Omaha, NE

23

1059

81

Shaker Heights, OH

23

940

82

a. Using these data, develop an estimated regression equation relating the percentage of students who attend a four-year college to the average class size and the combined SAT score.

b. Estimate the percentage of students who attend a four-year college if the average class size is 20 and the combined SAT score is 1000.

Provide complete and step by step solution for the question and show calculations and use formulas.

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Basic Statistics: Regression equation
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