Which of the following scenarios is an example of Multicollinearity?

  • The age and the size of a car.
  • The amount of time studying and the grade in an exam.
  • The size of a house and its price.
  • The temperature outside and the amount of sunlight in a day.
The temperature outside and the amount of sunlight in a day are likely to be highly correlated, as more sunlight generally corresponds to higher temperatures. This is an example of multicollinearity.
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