Consider the Following Model for Logistic Regression: P (Y =

question 52

Multiple Choice

Consider the following model for logistic regression: P (y = 1|x, h) = g(h₀ + h₁x) where g(z) is the logistic function. In the preceding equation the P (y = 1|x; h) , viewed as a function of x, that we can get by changing the parameters h. What would be the range of P in such case?

• A) (0, 1)
• B) (0, infinity)
• C) (−infinity, 0)
• D) (−infinity, infinity)

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Definitions:

Explicit Prejudice

A form of prejudice that individuals are consciously aware of and can express openly, involving negative attitudes or beliefs towards a group.

Presidential Candidate

An individual who campaigns for election to the presidency, the highest executive office in a country.

Implicit Bias

Unconscious attitudes or stereotypes that affect an individual's understanding, actions, and decisions in an unconscious manner.

African-Americans

An ethnic group in the United States with ancestry tracing back to the black racial groups of Africa.