What is multicollinearity and how does it affect linear regression analysis?

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How do you determine the significance of a predictor variable in a linear regression model?

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What is the role of a dummy variable in linear regression analysis?

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What is heteroscedasticity?

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What is the difference between a categorical and continuous variable in linear regression?

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What is the impact of correlated predictor variables on linear regression analysis?

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How do you evaluate the goodness of fit of a linear regression model?

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What is a prediction interval in linear regression and how is it used?

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How to find RMSE and MSE?

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What are the common techniques used to improve the accuracy of a linear regression model?

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