Prediction of Linearity and Non-Linearity in Pharmaceutical Optimization Studies with Python

Novel simple user-friendly python programme was developed to predict linearity and non-linearity in pharmaceutical optimization. Optimization is the process of obtaining optimum formulation. There are independent dependent variables optimization techniques regarding formulations. The number levels factor usually selected based on linear/ non-linear relationship existing between variable. run after entering variables. program used detect best fitted model observed correlation factors, outcome against input (independent variables). output regression coefficients, equations, predicted variable standard error point estimate. offering low estimate assumed be for given data. applied successfully both linear