Data transformations: the case of standard errors

Hi all :smile:
I have reaction times (as a dependent variable), which I log-translate using the natural logarithm, to get it normally distributed. Then I run a regression on the log-translated data. I translated the values back using an exponential transformation.

My question - how do I account for the standard errors? Should I state their values after the transformation or not? Where can I find a relevant code?

Your suggestions and help are much appreciated. Thank you!

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