A Regression Analysis of Students' College Grade Point Averages (GPAs) $R ^ { 2 } = 0.311$

question 1

Multiple Choice

A regression analysis of students' college grade point averages (GPAs) and their high school GPAs found $R ^ { 2 } = 0.311$ . Which of these is true?
I. High school GPA accounts for $31.1 \%$ of college GPA.
II. $31.1 \%$ of college GPAs can be correctly predicted with this model.
III. $31.1 \%$ of the variance in college GPA can be accounted for by the model

• A) I only
• B) II only
• C) III only
• D) I and II
• E) none of these

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Prefrontal Cortex

The front part of the frontal lobe of the brain, involved in decision making, social behavior, and personality expression.

Amygdala

A part of the brain's limbic system, involved in emotion regulation, especially fear, and memory processing.