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If you are looking forward towards calculating the Standard Deviation and Standard Error of the Mean in Excel, please check this article.
Cort J. Willmott, Kenji Matsuura, Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing average model performance, Climate ...