Gunnar… Liva M… Johann… Savvas…

Here is your professional tutorial on the mathematical pitfalls of compositional data in interaction models. Learn the technical distinctions of the closure problem and the necessity of log-ratio transformations to avoid spurious correlations. This resource ensures your statistical communication is accurate, meeting the highest professional standards.