Predict a dependent variable in multiple regression

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When multiple independent variables are used to predict a dependent variable in multiple regression, multicollinearity among the independent variables is often a concern. What is the main problem caused by high multicollinearity among the independent variables in a multiple regression equation? Can you still achieve a high r 2 for your regression equation if multicollinearity is present in your data?

Reference no: EM133172966

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