Mostly we fail to differentiate the percentage error required for a research that is most outstanding when residual error is high.So in Latin Square Design we try to minimize these errors but an understanding on how residual error calculation is determined is still defined through probability of mistakes happening like for instance is medical scenarios a doctor is only allowed to error with 1%. However in some instances the probability is at 5%... . hence mostly Latin Square Design is used instead..