I think the single most frequent question during statistical consultancy here at Foulum is:
How do I calculate the standard eror on the original scale when I have made an analysis on transformed values.Back in 1998 I wrote a short note adressing this problem together with Asger Roer Pedersen (now an employee at the National Envirenmental Institute).
Unfortunately, people have trouble finding it, so just to refresh
Jørgensen, E. & Pedersen A.R. (1998 ). How to obtain those nasty standard errors from transformed data - and why they should not be used. Biometry Research Unit - Internal report 7. Danish Institute of Agricultural Sciences. pp 20
Or, via my publication page: Erik Jørgensen's Publications
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