Oleg P… Jada R… Kristj… Anders…

Who seeks professional precision in data analysis should master the mathematical pitfalls of compositional data. This technical guide explains how the closure problem and log-ratio transformations function in interaction models. Improve your analytical reporting and ensure your descriptions are robust and reliable for all professional uses.