It Is Dangerous to Predict Outside the Range of the Data

question 67

Multiple Choice

It is dangerous to predict outside the range of the data collected in a regression analysis. For instance, we shouldnʹt predict the price of a 5000 square foot home if all our sample homes were
Smaller than 4500 square feet. Which of the following multiple regression pitfalls does this example
Describe?

• A)Multicollinearity
• B)Extrapolation
• C)Estimability
• D)Stepwise Regression

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