Residual (e) is the delta of observed value of dependent variable (y) and the estimated value (Y).
e = Y - y
Theoretically, sum of ( e ) should be close to 0 if the resudual of a regression model is normally distributed.
An appropriate regression model should have a random and normally distributed residual. We can check this condition with Residual Plot.
Example of Residual Plot