I'm trying to create a mixed model and I've both scaled and logged (log10) some of the explanatory variables. Residuals of the model are looking good. I was wondering whether there are any issues associated to using both scale and log on the same variables. The reason I'm doing both is that the effect from the covariates seems to be stronger when they are both scaled and logged.
Everything is being done in R with the base and glmer packages.