Identify the model you are using
Compute the predicted value for each observation
Subtract the predicted value from the actual value
Use the formula: residual = observed value – predicted value
Check the sign of the residual
Positive residual means the actual value is above the prediction
Negative residual means the actual value is below the prediction
Residual equal to zero means the prediction matches the actual value