If you are looking forward towards calculating the Standard Deviation and Standard Error of the Mean in Excel, please check this article.

David Brownstone, Robert G. Valletta, Modeling Earnings Measurement Error: A Multiple Imputation Approach, The Review of Economics and Statistics, Vol. 78, No. 4 (Nov ...