3
algebra

Which error is most likely if a linear model predicts a negative weight for a person of height 0?

A

Extrapolation beyond valid domain

B

Calculation error

C

Wrong slope sign

D

Model is exponential

Correct Answer: A

Choice A is the correct answer. Contextual limits.

  1. Scenario: Height 0 is impossible for a person.
  2. Intercept: The y-intercept often has no physical meaning if x=0x=0 is outside the data range.
  3. Term: Extrapolation.

💡 Strategic Tip: Intercepts are mathematically real but contextually often meaningless.

Choice B is incorrect.Choice C is incorrect.Choice D is incorrect.