Which of the Following Possible Response Variables Is Most Appropriate

question 6

Multiple Choice

Which of the following possible response variables is most appropriate to predict using a regression tree?

• A) whether or not a passport holder will travel abroad in the next year.
• B) color of carpet a new-home buyer will select.
• C) which admitted students will attend a university.
• D) monthly sales of used cars.

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Definitions:

Ethologists

Scientists who study animal behavior in natural environments, focusing on instinctual or innate behaviors.

Fixed Action Patterns

Innate, pre-programmed responses triggered by specific stimuli, common in animal behavior.

Instinctive Behaviors

Instinctive behaviors are actions or responses that are inherent and automatic in animals or humans, not learned from experience.

Zone of Proximal Development

A concept by Vygotsky describing the difference between what a learner can do without help and what they can achieve with guidance and encouragement.