SCENARIO 14-17
Given Below Are Results from the Regression Analysis

question 22

True/False

SCENARIO 14-17
Given below are results from the regression analysis where the dependent variable is the number of
weeks a worker is unemployed due to a layoff (Unemploy) and the independent variables are the age
of the worker (Age) and a dummy variable for management position (Manager: 1 = yes, 0 = no).
The results of the regression analysis are given below: $\begin{array}{l}\hline \ { \text { Regression Statistics } } \\\hline \text { Multiple R } & 0.6391 \\\text { R Square } & 0.4085 \\\text { Adjusted R Square } & 0.3765 \\\text { Standard Error } & 18.8929 \\\text { Observations } & 40 \\\hline\end{array}$

$\text { ANOVA }$



$\begin{array} { l r r r r } \hline & \text { Coefficients } & \text { Standard Error } & { t \text { Stat } } & { \text { P-value } } \\\hline \text { Intercept } & - 0.2143 & 11.5796 & - 0.0185 & 0.9853 \\\text { Age } & 1.4448 & 0.3160 & 4.5717 & 0.0000 \\\text { Manager } & - 22.5761 & 11.3488 & - 1.9893 & 0.0541 \\\hline\end{array}$
-Referring to Scenario 14-17, the alternative hypothesis $$H _ { 1 } : \text { At least one of } \beta _ { j } \neq 0 \text { for } j = 1,2$$ implies that the number of weeks a worker is unemployed due to a layoff is affected by at least
one of the explanatory variables.

---

Definitions:

Misspelled Name

An error in the spelling of an individual's or entity's name, potentially affecting legal documents or contracts.

Illegal

Activities or actions that are prohibited by law or statute, and can lead to penalties or other legal consequences.

Endorsement For Deposit

A directive, usually on the back of a check, indicating that the check should be deposited into the account of the person named in the endorsement.

Restricts

Limits or confines actions, behaviors, or movements within certain parameters or conditions.