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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 ( ), the number of years of education received (
), the number of years at the previous job (
), a dummy variable for marital status (
1 = married, 0 = otherwise), a dummy variable for head of household (
1 = yes, 0 = no)and a dummy variable for management position (
1 = yes, 0 = no). The coefficient of multiple determination (
)for the regression model using each of the 6 variables
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 and
should be among the appropriate models using the Mallow's
statistic.
Structure
The arrangement or organization of something, especially as it pertains to the arrangement of atoms in chemical compounds or the assembly of components in physical objects.
Boiling Point
The point at which the vapor pressure of a liquid matches the ambient pressure, leading to its transition into a gaseous state.
Compounds
Substances formed from the chemical combination of two or more elements, with a fixed ratio determining the composition.
Tertiary Amine
An amine in which the nitrogen atom is connected to three alkyl or aryl groups.
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