Commercial software product for multivariate data analysis, used for calibration of multivariate data which is often in the application of analytical data such as near infrared spectroscopy and Raman spectroscopy, and development of predictive models for use in spectroscopic analysis of materials. Unscrambler X was an early adaptation of the use of partial least squares (PLS). Other techniques supported include principal component analysis (PCA), 3-way PLS, multivariate curve resolution, design of experiments, supervised classification, unsupervised classification and cluster analysis.
|Licenses||Software subject to license fees|
|Categories||Data analysis Sample simulation Spectroscopies|
|Languages||There are no languages associated to this software.|
|Input Formats||ASCII CSV|
|Output Formats||NetCDF ASCII JCAMP-DX|
This software is installed on one of the ID21 Windows PCs. Refer to ID21 staff for its usage
|Documentation / Tutorials|
|There are no tutorials or documentation for this software.|
Journal of Chemometrics 1(4):201-219 Harald Martens, Terje Karstang, Tormod Næs (1987), "Improved selectivity in spectroscopy by multivariate calibration "
Encyclopedia for Research Methods for the Social Sciences. Thousand Oaks, CA Sage, pp. 1–17 Lewis-Beck, M., Bryman, A., Futing, T. (Eds.), Abdi, H. (2007) "Partial least squares regression"