There are many mother analysis blunders you can make. These mistakes can cause costly effects. To avoid these mistakes, be familiar with difference among MAE and RMSE. MAE is the common absolute distance between two-points, X and Y. Every error plays a role in MAE equal in porportion to its important value. RMSE involves squaring differences, therefore one or blog two big differences will increase the RMSE more than one tiny difference can.