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Present the simple linear regression equation, identify and explain the coefficient of determination, intercept and regression coefficient, and significance of F-test. Based on this analysis,
1 Student School_Ranking GPA Experience Salary 23456 2 1 78 2.92 3 73,590 2 56 3.84 4 3 23 3.04 06 9 87,000 6 76,970 4 67 3.20 6 7 56 56 3.61 78 2.99 8 7 68 3.78 9 8 89 3.20 10 9 37 3.42 11 10 67 3.05 12 11 48 3.12 13 12 78 3.56 14 13 56 3.01 67500 50 754 75 79,320 79,530 71,040 8 82,050 5 78,890 82,170 76,120 4 77,500 83,920 71,800 15 14 25 3.15 16 15 68 3.05 17 16 36 3.24 675 6 77,000 79,000 5 77,800 18 17 76 3.25 19 18 78 3.78 9 20 19 67 3.12 164 80,600 87,000 4 78,450 21 20 67 3.24 22 21 15 2.98 23 22 29 3.24 24 23 49 3.08 25 24 67 3.00 26 25 39 2.95 27 26 81 3.01 28 27 54 3.23 29 28 72 3.01 856464572 80,600 74,900 79,200 77,000 77,900 76,950 76,800 79,300 72,120
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