Which of the Following Is Not a Reason for Multicollinearity

question 15

Multiple Choice

Which of the following is not a reason for multicollinearity being a problem in regression?

• A) It limits the size of R.
• B) It makes it difficult to assess the importance of individual predictors.
• C) It leads to unstable regression coefficients.
• D) It creates heteroscedasticity in the data.

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Definitions:

Particulate

Relating to small distinct particles, often used in contexts like pollution (particulate matter) referring to tiny particles suspended in air.

Genes

Units of heredity made up of DNA that are responsible for the genetic traits passed from parents to offspring.

DNA

Deoxyribonucleic Acid, a molecule that carries the genetic instructions used in the growth, development, functioning, and reproduction of all known living organisms and many viruses.

Genetic Material

The molecules—specifically DNA or RNA in some viruses—that carry the genetic information necessary for growth, development, functioning, and reproduction of living organisms.