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Default back transforming log10 of standard error

Hi everyone,

I'm trying to find the back transformed values of my log10 transformed
standard error values.

The mean is 4.5857. I did 10^4.587 which gave me the back transformed
value of 38521.

The standard error is 0.11893. I have realised you cannot back
transform it in the same way as you can with the mean. Does anyone
know the calculation I can put into excel to do this for me?

Many thanks.
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