Which Is Not True of the Logistic Regression Model

question 59

Multiple Choice

Which is not true of the logistic regression model?

• A)It is nonlinear.
• B)It can best be fitted using the maximum likelihood method.
• C)Its predictions are either 0 or 1.
• D)It cannot yield predictions greater than 1.

---

Definitions:

Arbor Vitae

A term meaning "tree of life," referring to the cerebellar white matter's branched, tree-like appearance in the human brain, critical for coordinating movement.

Midbrain

A portion of the brainstem involved in vision, hearing, motor control, sleep/wake, arousal (alertness), and temperature regulation.

Pineal Gland

A small endocrine gland in the brain that produces melatonin, a hormone that regulates sleep patterns.

Cerebral Aqueduct

A narrow channel located in the brain that connects the third ventricle to the fourth ventricle, allowing the flow of cerebrospinal fluid.