Manuel… Stefan… Anders…

Why compositional data requires a specialized approach in interaction models due to inherent mathematical pitfalls. Learn about the closure problem, spurious correlations, and the professional application of log-ratio transformations. This technical manual ensures your statistical results are robust, objective, and presented with total scientific rigor.