Covariance, Correlation, and Regression

The extent to which two parameters are related can be measured in several ways. The covariance  

Linear regression becomes increasingly difficult as the number of independent variables increases. Thus, difficulties often arise in determining which independent variables are worth including in the predictive equation, and which not. Methods 

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