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The Bureau of Labor Statistics examined the relationship between students' high school GPAs (h) and their freshmen year GPAs (u) at a university in Texas and obtained the regression equation: 10 = 0.22 + 0.72h. Calculate the residual for a student with a high school GPA of 3.8 who achieved a freshmen GPA of 3.5.

User Jvf
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Final answer:

The residual for a student with a high school GPA of 3.8 and a freshman GPA of 3.5, using the regression equation 10 = 0.22 + 0.72h, is 0.544. This is calculated by taking the actual GPA and subtracting the predicted GPA obtained from the regression equation.

Step-by-step explanation:

The subject of the question is to calculate the residual for a student's college GPA based on their high school GPA using a given linear regression equation. The regression equation is 10 = 0.22 + 0.72h. To find the residual, you first need to calculate the predicted freshman GPA using the student's high school GPA (h).

For a high school GPA (h) of 3.8, the predicted college GPA (u) is:

  • u = 0.22 + (0.72 × 3.8)
  • u = 0.22 + 2.736
  • u = 2.956

The actual freshman GPA of the student is 3.5. Now, the residual is calculated as the difference between the actual GPA and the predicted GPA:

  • Residual = Actual GPA - Predicted GPA
  • Residual = 3.5 - 2.956
  • Residual = 0.544

The residual for the student with a high school GPA of 3.8 who achieved a freshmen GPA of 3.5 is 0.544. This value represents the amount that the linear regression equation underestimated the student's freshman GPA.

User Stif
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