The following are links to download the white-paper and the datasets used in the white-paper:
- ProSensus MultiVariate Algorithm Verification and Comparison White-Paper
- ProSensus MultiVariate White-Paper Datasets
The purpose of the following white-paper is to illustrate how ProSensus MultiVariate properly uses the methods and techniques for multivariate data analysis that are described in literature. A comparison to other software packages is also performed.
The white-paper currently covers the following topics:
- Principal Component Analysis (PCA)
- Model Building
- Scores and Loadings
- Hotelling's T2
- Squared Prediction Error (SPE)
- Projection to Latent Structures / Partial Least Squares (PLS)
- Model Building
- Scores and Loadings
- Observed vs. Predicted values
All of the analysis in the white-paper was performed using ProSensus MultiVariate v10.02 which can be downloaded here.
