PreludeSolving the prediction problemSo what is linear regression?Interpreting the regression outputsF statisticEstimate/coefficientsStandard error, t-value, and p valueResiduals, multiple R squared, residual standard error and adjusted R squaredWhat is the adjusted R-squared value?Improving the predictive modelLet's define our approachHow will we go about it?Let's being modelingSo how do we move ahead?The important points to ponder are as follows:What should we take care of?So what next?