Automatic detection of significant X-variables in PCR and PLS-R.Interaction and Square terms can be included in PCA, MLR, PCR and PLS-R models.Suggested options: Auto-scaling, Constant, Passify
Variable Scaling options: Scaling is free on each variable. Validation options: Leverage Correction, Cross-Validation (freely choose number of samples per segment), Test Set. Prediction from PCR, PLS-R and 3-way PLSR models. Regression (MLR, PCR, PLS-R, 3-way PLS-R). 
Descriptive statistics (Mean, Standard Deviation, Box-Plot, skewness, kurtosis, correlation matrix). The results are demand-driven formulations, process optimization, cost-savings and increased ROI in product development, process control, quality control and R&D. This market-leading software is extensively used across a wide range of research and industrial applications, including advanced Chemometrics, Spectroscopy and cutting-edge Sensometrics. The Unscrambler is the complete Multivariate Analysis and Experimental Design software, equipped with powerful methods including Multivariate Curve Resolution (MCR), PLS-DA Classification, PLS regression, Clustering (K-Means), SIMCA, 3-Way PLS regression and PCA etc.
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