SCENARIO 15-6 Given Below Are Results from the Regression Analysis on 40

question 40

True/False

SCENARIO 15-6
Given below are results from the regression analysis on 40 observations where the dependent variable is the number of weeks a worker is unemployed due to a layoff (Y)and the independent variables are the age of the worker (X₁),the number of years of education received (X₂),the number of years at the previous job (X₃),a dummy variable for marital status (X₄: 1 = married,0 = otherwise),a dummy variable for head of household (X₅: 1 = yes,0 = no)and a dummy variable for management position (X₆: 1 = yes,0 = no).
The coefficient of multiple determination ( R ²_j )for the regression model using each of the 6 variables X _j as the dependent variable and all other X variables as independent variables are,respectively,
0.2628,0.1240,0.2404,0.3510,0.3342 and 0.0993.
The partial results from best-subset regression are given below:

-Referring to Scenario 15-6,the model that includes X₁,X₂,X₃,X₅ and X₆ should be selected using the adjusted r² statistic.

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Definitions:

Existing Position

A job role that is currently filled or established within an organization.

Human Resources

The department within an organization that deals with the hiring, administration, and training of personnel.

Screening Job Candidates

The process of evaluating potential employees to determine their suitability for a particular position.

Recruitment Advertising

Utilizing different media platforms to post job openings aimed at attracting a wide range of candidates; a rephrased definition for Employment Advertising.