Interpret the Coefficients of a Multiple Regression Equation
-Given the Regression

question 64

Multiple Choice

Interpret the Coefficients of a Multiple Regression Equation
-Given the regression equation that relates a student's weight to the number of hours spent on the computer, $x$ , the number of hours viewing television, $x 2$ , and the number of hours on their cell phone, $x _ { 3 }$ , per day as $\hat { \mathrm { y } } = 125.5 + 3.26 \mathrm { x } _ { 1 } + 4.27 \mathrm { x } _ { 2 } + 1.75 \mathrm { x } _ { 3 }$ . What is a student's expected weight change if the amount of television is increased by 1 hour, the number of hours watching television and talking on their cell phone stayed the same?

• A) \(4.27\) pounds
• B) \(3.26\) pounds
• C) \(1.75\) pounds
• D) \(125.5\) pounds

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Definitions:

Big Five Trait

Components of the Big Five personality model, representing five domains that describe human personality at a broad level.

Immoderation

The action or habit of not restraining oneself from indulgence in activities, often leading to excess or extreme behavior.

Anger

A strong feeling of annoyance, displeasure, or hostility triggered by what is perceived as wrong or injustice.

Big Five Trait

A framework outlining five extensive traits that characterize human personality: openness to experience, conscientiousness, extraversion, agreeableness, and neuroticism.