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Set 8: Linear Functions (Advanced)

Explanation

Answer: A

The line of best fit for a dataset is y=0.5x+10y = -0.5x + 10. Which point is most likely an outlier?

A.

(10,20)(10, 20)

✓ Correct
B.

(2,9)(2, 9)

C.

(4,8)(4, 8)

D.

(0,10)(0, 10)

Detailed Explanation

Choice A is correct. Choice A is the correct answer. Check residuals. 1. Predicted for x=10: y=0.5(10)+10=5y = -0.5(10) + 10 = 5. 2. Actual: 20. 3. Difference: 205=1520- 5 = 15. Huge difference! 4. Check B: Pred y=9y=9. Actual 9. Perfect. 5. Check C: Pred y=8y=8. Actual 8. Perfect. Strategic Tip: An outlier is far from the predicted line. Choice B is incorrect. Choice C is incorrect. Choice D is incorrect.

Key Steps:

The correct answer is (10,20)(10, 20)

Why others are wrong:
B: Choice B is incorrect and may result from a calculation error.
C: Choice C is incorrect and may result from a calculation error.
D: Choice D is incorrect and may result from a calculation error.

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