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Multicollinearity
A statistical phenomenon in which predictor variables in a regression model are highly correlated, potentially leading to difficulties in estimating separate effects on the dependent variable.
Dependent Variable
A variable in an experiment or model whose value is affected by changes in other (independent) variables.
Independent Variables
Variables in a statistical or mathematical model that are manipulated or selected by the researcher to determine their effect on dependent variables.
Sample Size
The number of observations or items selected from a population to participate in a study, which can influence the study's validity and outcomes.
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