Question: how to calculate standard deviation of log transformed data?
Answer: To find a standard deviation, we calculate the differences between each observation and the mean, square and add. On the log scale, we take the difference between each log transformed observation and subtract the log geometric mean. The antilog of the standard deviation is not measured in mmol/litre.