Use the Following to Answer the Question(s) Below

question 11

Multiple Choice

Use the following to answer the question(s) below.
A large pharmaceutical company selected a random sample of new hires and obtained their job performance ratings based on their first six months with the company. These data were used to build a multiple regression model to predict the job performance of new hires based on age, GPA and gender (female = 1 and male = 0) . The results of the analysis are shown below.
-Based on the F-statistic and associated P-value, we can conclude that at α = 0.05

• A) the regression model is not significant overall.
• B) all independent variables in the model are significant.
• C) the regression model is significant overall.
• D) none of the independent variables in the model are significant.
• E) only GPA variable in the model is significant.

---

Definitions:

Coronary Artery

The arteries that supply blood to the heart muscle itself.

Myocardial Infarction

Commonly known as a heart attack, this condition occurs when blood flow to a part of the heart is blocked for a long enough time to cause damage or death to heart muscle.

Blood Clot

A thicken mass of blood that forms to stop bleeding, but can cause medical issues if it blocks blood flow to vital areas.

Coagulation

The process by which blood changes from a liquid to a gel, forming a blood clot, which is crucial in preventing excessive bleeding.