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To Achieve Parallel Construction, Use Similar Structure to Express Similar

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To achieve parallel construction, use similar structure to express similar ideas.


Definitions:

Regression Coefficients

Quantitative expressions that represent the strength and direction of the relationship between independent variables and the dependent variable in a regression analysis.

P-Value

A measure of the strength of evidence against the null hypothesis provided by a statistical test, representing the probability of observing the test results under the assumption that the null hypothesis is true.

Explanatory Variables

Factors in a statistical model employed to account for changes in the outcome variable.

Multicollinearity

A statistical phenomenon in which two or more predictor variables in a multiple regression model are highly correlated, potentially distorting the results of the model.

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