Which of the Following Are Assumptions of Multiple Linear Regression

question 5

Multiple Choice

Which of the following are assumptions of multiple linear regression?

• A) A sample is representative of its population and the observations are independent.
• B) Linearity exists within the data.
• C) Normal distribution.
• D) All of the above.

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Definitions:

Malignant Tumors

Tumors that are cancerous, capable of invading nearby tissues and spreading to other parts of the body, posing serious health threats.

Metastasis

The spreading of cancer cells from one organ or part of the body to another.

Mutation

A change in the DNA sequence within a gene or chromosome of an organism leading to the creation of a new character or trait.

Antennae

(sing., antenna) Sensory structures characteristic of some arthropod groups.