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

question 71

Short Answer

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 ( )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 Table 15-6,what is the value of the Mallow's C_p statistic for the model that includes X₁,X₅ and X₆?

---

Definitions:

Implicit Association Test

A psychological test that measures the strength of associations between concepts in a person's mind, revealing underlying preferences or biases.

Prejudice

A preconceived opinion or bias against an individual or group without sufficient knowledge, thought, or reason.

Morality

Principles concerning the distinction between right and wrong or good and bad behavior.

Arbitrary

Based on random choice or personal whim, rather than any reason or system.