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A Multiple Regression Analysis Produced the Following Tables Using α\alpha

question 18

Multiple Choice

A multiple regression analysis produced the following tables.  Predictor  Coefficients  Stardard Eror t Statistic p-value  Irtercept 616.6849154.55343.9901080.000947x13.338332.3335481.430580.170675x21.7800750.3356055.304075.83E05\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}  Source df SS  MS Fp-value  Repression 212178360891.4814.761170.000286 Residual 1561876.684125.112 Total 17183659.6\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} Using α\alpha = 0.05 to test the null hypothesis H0: β\beta 1 = 0, the critical t value is ____.

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Definitions:

Probabilistic Model

A mathematical model that incorporates the element of chance or uncertainty to predict outcomes.

Personnel Supply

The availability of qualified and interested candidates in the labor market that an organization can recruit and hire to meet its workforce needs.

Vacancy Model

A conceptual model used to analyze and predict the impacts of job vacancies within an organization's structure and operations.

Top-Down

Describes an approach or management style where decisions and policies are initiated by the highest level of authority and then passed down through the ranks.

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