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Explain Why If a Scale Is Found to Be Valid,we

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Explain why if a scale is found to be valid,we can assume that it is reliable.


Definitions:

Linearly Related

Variables are linearly related if there is a consistent linear relationship between them, indicated by a straight-line graph.

Multicollinearity

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

Linear Regression

A statistical method to model the relationship between a dependent variable and one or more independent variables by fitting a linear equation to observed data.

Predictor Variables

Variables in statistical models that are used to predict or explain changes in a dependent variable.

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