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IDs and Paired-Concept Questions

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IDs and Paired-Concept Questions
These terms can be used individually as short-answer identification questions, or they can be used in pairs. In the latter case, ask students to explain (1) the meaning and significance of each of the two terms and (2) the relationship between them.
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Definitions:

Regression Analysis

A statistical technique that models and examines the relationships between a dependent variable and one or more independent variables.

Correlations Matrix

A table showing the correlation coefficients between sets of variables, indicating how closely changes in one variable are associated with changes in another.

Predictor Variables

Variables in statistical models that are used to predict or explain changes in the outcome variable.

Multicollinearity

A situation in regression analysis where two or more predictors are closely correlated, making it difficult to distinguish their individual effects.

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