The Assumption of Linearity in Logistic Regression

question 9

Multiple Choice

The assumption of linearity in logistic regression:

• A)Assumes that there is a non-linear relationship between the logit of the predictor variables and the outcome variable.
• B)Is the same as the assumption of linearity in linear regression.
• C)Is tested by looking for a significant interaction between all pairs of predictor variables.
• D)Assumes that there is a linear relationship between any continuous predictors and the logit of the outcome variable.

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Definitions:

Suggestibility

The psychological tendency to incorporate and accept information suggested by others into one's own reality or memory, often explored in contexts of eyewitness testimony and hypnosis.

Education

The process of facilitating learning, or the acquisition of knowledge, skills, values, beliefs, and habits through various means such as teaching, training, storytelling, discussion, and directed research.

Suprachiasmatic Nucleus

A tiny region in the brain's hypothalamus responsible for controlling circadian rhythms, essentially acting as the body's internal clock.

Hypothalamus

A region of the brain that controls an array of bodily functions, including hunger, thirst, temperature regulation, and the release of many hormones.