A Multiple Regression Analysis Produced the Following Tables The Regression Equation for This Analysis Is ____________

question 33

Multiple Choice

A multiple regression analysis produced the following tables. $$\begin{array} { | c | c | c | c | c | } \hline \text { Predictor } & \text { Coefficients } & \text { Stardard Eror } & \boldsymbol { t } \text { Statistic } & p \text {-value } \\\hline \text { Irtercept } & 616.6849 & 154.5534 & 3.990108 & 0.000947 \\\hline \boldsymbol { x } _ { 1 } & - 3.33833 & \mathbf { 2 . 3 3 3 5 4 8 } & - 1.43058 & \mathbf { 0 . 1 7 0 6 7 5 } \\\hline \mathbf { x } _ { 2 } & 1.780075 & \mathbf { 0 . 3 3 5 6 0 5 } & 5.30407 & 5.83 \mathrm { E } - 05 \\\hline\end{array}$$ $$\begin{array} { | c | c | c | c | c | c | } \hline \text { Source } & \mathrm { df } & \text { SS } & \text { MS } & F & p \text {-value } \\\hline \text { Repression } & 2 & 121783 & 60891.48 & 14.76117 & 0.000286 \\\hline \text { Residual } & 15 & 61876.68 & 4125.112 & & \\\hline \text { Total } & 17 & 183659.6 & & & \\\hline\end{array}$$ The regression equation for this analysis is ____________.

• A) = 616.6849 + 3.33833 x₁ + 1.780075 x₂
• B) = 154.5535 - 1.43058 x₁ + 5.30407 x₂
• C) = 616.6849 - 3.33833 x₁ - 1.780075 x₂
• D) = 154.5535 + 2.333548 x₁ + 0.335605 x₂
• E) = 616.6849 - 3.33833 x₁ + 1.780075 x₂

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Definitions:

Bandura

A psychologist known for his work on social learning theory, emphasizing the role of observational learning, imitation, and modeling in behavior.

Aggressive Behavior

Actions intended to harm or cause discomfort to another, often characterized by hostility or violence.

Observational Learning

Observational Learning is a learning process through which individuals acquire new behaviors, skills, or attitudes by watching and modeling others.

Vicarious Reinforcement

The process through which individuals learn new behaviors or attitudes by observing the consequences of those behaviors for others, without experiencing them directly.