How does metaboanalyst do the scaling and sample normalazation calculations. Specifically do they calculate the mean and standart deviation in a group-wise or global manner?
Global unless otherwise explicitly stated
Note the general assumption is no difference between groups (i.e. null hypothesis). Applying group-wise normalization will have profound effects in downstream analysis …