Factor

question 211

Multiple Choice

Factor.

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Definitions:

Variance Inflation Factor

A measure that quantifies the extent of multicollinearity in regression models, indicating how much the variance of an estimated regression coefficient is increased.

R Square

A statistical measure of how close the data are to the fitted regression line, reflecting the proportion of the variance in the dependent variable that is predictable from the independent variable(s).

Standard Error

A statistical concept that assesses how accurately a sample distribution reflects a population, utilizing standard deviation for this purpose.

Regression Analysis

A statistical method for modeling the relationship between a dependent variable and one or more independent variables.