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James and William are discussing the last presidential election.James,a Democrat,has made some very negative comments about Republicans and the way in which the campaign was conducted.William,a life-long Republican,has told James to tone it down,but this seems to encourage James to make even more negative comments.Eventually,William pushes James away and starts to throw a punch.This situation might best be seen as a case of ________.
Multicollinearity
A statistical phenomenon in which multiple independent variables in a regression model are highly correlated, potentially undermining the statistical validity of the model.
Independent Variables
Variables in an experiment or statistical model that are manipulated or categorized to investigate their effect on dependent variables.
Correlated
A statistical relationship or association between two variables.
Multicollinearity
Multicollinearity occurs when two or more independent variables in a regression model are highly correlated, making it difficult to discern their individual effects on the dependent variable.
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