APPLICATIONS
Unscrambler X ver11.0
= Features =
¡Ü Powerful multivariate analysis methods and design of experiment.
¡Ü Easy data importing options with intuitive workflows and interface.
¡Ü Outstanding graphics, plots and interactive data visualization tools.
= Explorative Methods =
¡Ü PCA ( Principal Component Analysis )
¡Ü MCR ( Multivariate Curve Resolution )
= Regression Methods =
¡Ü MLR (Multiple Linear Regression )
¡Ü PCR ( Principal Component Regression )
¡Ü PLSR ( Partial Least Squares Regression )
¡Ü SVR ( Support Vector Machines Regression )
¡Ü L-PLS Regression, incorporating three data tables.
= Classification Methods =
¡Ü Projection using PCA, PCR or PLSR models.
¡Ü SIMCA ( Soft Independent Modelling of Class Analogy )
¡Ü LDA ( Linear Discriminant Analysis ) with Linear, Quadratic, Mahalonobis options.
¡Ü PCA-LDA, for classification of correlated data by LDA.
¡Ü SVC ( Support Vector Machines Classification ).