Chemometrics in “omics” technologies
Genomics, transcriptomics, proteomics, metabolomics, metabonomics, evaluation of microarray data
Multivariate curve resolution and calibration
Multivariate calibration, theoretical aspects, self modeling curve resolution, alternative least squares, unmixing, new developments
Chemometrics in industry
Process analytical technologies, multivariate process control, process monitoring, experimental design, bilinear models, hard modeling, applications
Validation aspects
All aspect of model validations, handling uncertainity, cross validation, re-sampling techniques, permutation test, external validation
