I am a Danish medical doctor doing multiple regression on a clinical study, but I am running into some challenges as both independent and dependent variables have been log-transformed due to skewed distribution.
It is not too hard to find information online when it comes to interpreting my log-transformed results in a multiple regression when only the independent variables are transformed.
How do I interpret the results when both the dependent variable and the independent variables are log-transformed ?
What would be the easiest-to-interpret transformation (log, Log(1.1) etc) ?
My significant log-transformed (log(x)) parameter estimates are 0.2767198895 (95%CI 0.05855987 - 0.49487992) and 0.241749740 (95%CI 0.019216904 - 0.464282577)
I am using SAS.