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

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TABLE 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 ( TABLE 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 (X<sub>1</sub>),the number of years of education received (X<sub>2</sub>),the number of years at the previous job (X<sub>3</sub>),a dummy variable for marital status (X<sub>4</sub>: 1 = married,0 = otherwise),a dummy variable for head of household (X<sub>5</sub>: 1 = yes,0 = no)and a dummy variable for management position (X<sub>6</sub>: 1 = yes,0 = no). The coefficient of multiple determination (   )for the regression model using each of the 6 variables X<sub>j</sub> 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 Table 15-6,what is the value of the Mallow's C<sub>p</sub> statistic for the model that includes X<sub>1</sub>,X<sub>2</sub>,X<sub>3</sub>,X<sub>5</sub> and X<sub>6</sub>? )for 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: TABLE 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 (X<sub>1</sub>),the number of years of education received (X<sub>2</sub>),the number of years at the previous job (X<sub>3</sub>),a dummy variable for marital status (X<sub>4</sub>: 1 = married,0 = otherwise),a dummy variable for head of household (X<sub>5</sub>: 1 = yes,0 = no)and a dummy variable for management position (X<sub>6</sub>: 1 = yes,0 = no). The coefficient of multiple determination (   )for the regression model using each of the 6 variables X<sub>j</sub> 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 Table 15-6,what is the value of the Mallow's C<sub>p</sub> statistic for the model that includes X<sub>1</sub>,X<sub>2</sub>,X<sub>3</sub>,X<sub>5</sub> and X<sub>6</sub>?
-Referring to Table 15-6,what is the value of the Mallow's Cp statistic for the model that includes X1,X2,X3,X5 and X6?


Definitions:

Trade Surplus

Trade Surplus occurs when the value of a country's exports exceeds the value of its imports.

Trade Deficit

A situation where a country's imports exceed its exports during a specific time period, indicating a net outflow of domestic currency to foreign markets.

Imports

The goods and services purchased from other countries.

Foreign Direct Investment

An investment made by a firm or individual in one country in business interests in another country, in the form of either establishing business operations or acquiring business assets.

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