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Article

DD-SIMCA - a MATLAB GUI tool for data driven SIMCA approach

Zontov Y., Rodionova O. Y., Kucheryavskiy S. V., Pomerantsev A. L.
Soft independent modeling of class analogy (SIMCA) is one of the OCC methods widely used in chemometrics. The original version, proposed by S. Wold, has numerous modifications mostly related to the way of constructing the acceptance boundaries. Recently, authors proposed the data driven version of SIMCA (DD-SIMCA), which allows to calculate the errors of misclassification theoretically. In this paper, we present DD-SIMCA — a MATLAB GUI tool that extends the MATLAB® environment to provide an easy way for establishment and employment of the data driven SIMCA technique.