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Instruction 16-6
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 (R2j) the regression model using each of the 6 variables Xj 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 Instruction 16-6,the model that includes X1,X2,X5 and X6 should be among the appropriate models using the Mallow's Cp statistic.
Health Insurance
Category of insurance that pays for losses due to illness or injury.
Social Security
Social Security is a government program that provides financial assistance to people with inadequate or no income, especially the elderly, disabled, and survivors.
Unemployment Insurance
A government program that provides temporary financial assistance to workers who have lost their jobs through no fault of their own.
Job Sharing
A work arrangement where two or more people share the responsibilities and duties of a single full-time job.
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