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A) A situation where the dependent variable is correlated with multiple independent variables.
B) A scenario where two or more independent variables are highly correlated with each other.
C) The presence of outliers in the data.
D) A lack of correlation between all variables.
B. A scenario where two or more independent variables are highly correlated with each other
B. A scenario where two or more independent variables are highly correlated with each other.
B) A scenario where two or more independent variables are highly correlated with each other. This can make it difficult to determine the individual effect of each independent variable on the dependent variable.