I am estimating a model which gives me significant parameter estimates for my variables of interest. However, when I use the log version of the model log(dependent)=log(independent), I don't get significant estimates at the 95% confidence level.
I am replicating two other studies, and the authors do get significant results under both specifications.
Can someone please explain why does this happen and what does it mean? Any way of solving the problem?