Application of statistical treatments for the optimisation of analytical processes and for improving the quality of information obtained from multivariate experimental data (from two and three ways) derived primarily from applied spectrometric and chromatographic methods. Development of protocols for the validation of analytical processes and the estimation of the uncertainty of the results