Which of the Following Correctly Describes Multicollinearity

Which of the following correctly describes multicollinearity?

A) A condition occurring when two or more independent variables in the same regression model can predict each other better than the dependent variable.
B) A condition occurring when the standard residual in a regression model takes a zero value.
C) A condition occurring when the value of the regression coefficient is the same for two or more dependent variables.
D) A condition occurring when two or more dependent variables in the same regression model have a correlation coefficient equal to zero.

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