In a previous study, we have showed that the effects of the degree of deacetylation and molecular weight are best studied using a quadratic model, an empirical mathematical model, that can accommodate linear, quadratic, and interactive predictors to better understand these effect appropriately; this practice is widely accepted in industry and becoming more accepted in academia [19].