A Regression Analysis Was Applied to Determine the Relationship Between

question 29

Essay

A regression analysis was applied to determine the relationship between a dependent variable and 4 independent variables and the following information was obtained.
R Square = .80
SSR = 680
Total number of observations, n = 45
​
a.
Fill in all the blanks in the following ANOVA table.
b.
At α = .05, test to determine if the model is significant.
​ ANOVA
$\begin{array} { l l l l l l } & d f & S S & M S & F \\ \text { Regression }&\_\_\_ ?&\_\_\_ ?&\_\_\_ ?&\_\_\_ ?\\\text {Error (residual)} &\_\_\_ ? &\_\_\_ ?&\_\_\_ ?\\\hline\text {Total }&\_\_\_ ? &\_\_\_ ?\\ \end{array}$

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Definitions:

Social Identities

Refers to how individuals identify themselves in relation to groups, such as national, cultural, or religious affiliations.

Stereotype Threat

The risk of confirming negative stereotypes about one's social group, which can impair performance in affected individuals.

Social Identity Theory

A theory proposing that individuals derive part of their self-concept and esteem from their membership in social groups, influencing intergroup behavior.

Categorization

The process of identifying, naming, and sorting objects or ideas into groups or categories based on shared characteristics or attributes.