PLS regression - prediction of Intracellular PHA with Sudan-Black absorption

This package contains codes for PLS modeling and analysis where in-vitro cellular absorption of SB is used to calculate intracellular protein content. The data set contains five measurements - free SB, cell-bound SB conc, intracellular protein analysis (Lowrey's assay at 650 nm), and cell OD. The package contains scripts to depict the SB partitioning, the PLS model development, the sensitivity of the PLS model, permitted predictor of importance, resilience to random error, method comparison using Bland-Altman Plot