Raw data plotting features |
Free version |
Full version |
| Coloring according to groups, classes, sets, continuous variables etc. |
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| Scatter matrix with histogram on the diagonal |
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Principal component analysis (PCA) |
Free version |
Full version |
| Access to Scores, Loadings, Scores and Loadings and Bi-plots |
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| Coloring of plots according to groups, classes, sets, continuous variables, model results (e.g. residuals) etc. |
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| Access to all feature plots |
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| Prediction of new data |
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PARTIAL LEAST SQUARES (PLS) |
Free version |
Full version |
| Model estimation |
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| All relevant plots |
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| Prediction of new data |
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Transformations |
Free version |
Full version |
| Mean centering |
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| Pareto scaling |
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| Autoscaling |
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| Standard Normal Variate (SNV) |
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| Multiplicative Scatter/Signal Correction (MSC) |
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| Derivatives (Savitzky-Golay) |
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| Finite differences |
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| Transmittance <-> Absorption |
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| Normalise using 2-norm |
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| Normalise using Infinity-norm |
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| Extended Inverse Signal Correction (EISC) |
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Validation |
Free version |
Full version |
| Full featured cross validation (cross validation according to selected variable or defined object sets, and many other
schemes)
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| Test set validation |
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Data import/export |
Free version |
Full version |
| Paste data directly from clipboard |
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| Import from Excel |
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| Read data from Matlab |
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| Read CSV ASCII Files |
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Additional features |
Free version |
Full version |
| Overview: All models stored in the same file |
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| Overview: All predictions stored in the same file/td>
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| Copy plots directly to PowerPoint or Clipboard |
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| Variable selection – Principal variables |
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| Cross & square terms (non-linear models) |
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