Which of the Following Is True of Logistic Regression as a Classifying

question 7

Multiple Choice

Which of the following is true of logistic regression as a classifying method?

• A) Its dependent variable is always categorical.
• B) Its independent variable is always continuous or numerical.
• C) It predicts the probability of output variables based on dependent variables.
• D) It cannot be used when the dependent variable is binary.

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Definitions:

Conscientiousness

A personality trait characterized by diligence, carefulness, thoroughness, self-discipline, and thoughtfulness in carrying out tasks.

Health Outcomes

Measures used to evaluate the effects of healthcare interventions or health-related behaviors on patient health status, including mortality rates, quality of life, and disease incidence.

Social Network

A structured set of relationships among individuals or organizations that can include social, professional, or familial connections, facilitated by communication and interaction.

Type A Personality Disorder

A behavior pattern characterized by high levels of competitiveness, impatience, aggressiveness, and an extreme commitment to work, associated with higher risk of heart disease. (Note: This description correlates more closely with "Type A Personality"; the term "Type A Personality Disorder" is not commonly used and may be considered inaccurate.)