What Is the Interpretation of the R² Value Given in Regression

question 9

Multiple Choice

What is the interpretation of the R² value given in regression output?

• A)R² is the percentage of the variation of the dependent variable explained by the various treatment levels of the single factor.
• B)R² is the percentage of the variation of the explanatory variable explained by the various treatment levels of the single factor.
• C)R² is the percentage of the variation of the dependent variable explained by the various treatment levels of the multiple factors.
• D)R² is the percentage of the variation of the explanatory variable explained by the various treatment levels of the multiple factors.

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Definitions:

Gender Discrimination

Unfair or unequal treatment of individuals based on their gender, often resulting in disadvantages in employment, education, and other areas.

Gender

The range of characteristics pertaining to, and differentiating between, masculinity and femininity, including social roles, behaviors, and identities.

Male Traits

Characteristics often socially or culturally associated with being male, including physical, behavioral, or personality features deemed typical for men.

Female Traits

Characteristics commonly associated with women, influenced by biological, social, and cultural factors, though not exclusive to one gender.