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

question 30

True/False

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 (R) 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:

-Referring to Table 15-6, there is reason to suspect collinearity between some pairs of predictors based on the values of the variance inflationary factor.

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Definitions:

Effective Punishment

Disciplinary measures that lead to a decrease in the undesirable behaviors, emphasizing correction rather than retaliation.

Denial of Privileges

A disciplinary technique that involves withholding certain privileges or enjoyable activities as a consequence for undesirable behavior.

Power Assertive

A discipline strategy that involves the use of power or authority to enforce rules and manage behavior, often without physical aggression.

Inductive Techniques

Methods that derive general principles from specific observations or experiments.