Learning Targets

• I can plot residuals as the vertical gap between observed and predicted values.

• I can calculate residuals in linear regression.

• I can recognize that a zero residual means a perfect prediction.

• I can identify and interpret positive and negative residuals.

• Construct and interpret residual plots to assess whether a regression model is appropriate.