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What is the Durbin-Watson statistic used for?

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The Durbin-Watson statistic is used to detect the presence of autocorrelation in the residuals of a regression model, particularly in time series data. Autocorrelation refers to the correlation of a variable with its own past values, and it can undermine the validity of statistical inferences in a regression model if present.

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The Durbin-Watson statistic tests for the presence of autocorrelation in the residuals from a regression analysis.



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