Raw data plotting features

Free version Full version
Coloring according to groups, classes, sets, continuous variables etc. ✔ ✔
Scatter matrix with histogram on the diagonal ✖ ✔
 

Principal component analysis (PCA)

Free version Full version
Access to Scores, Loadings, Scores and Loadings and Bi-plots ✔ ✔
Coloring of plots according to groups, classes, sets, continuous variables, model results (e.g. residuals) etc. ✔ ✔
Access to all feature plots ✖ ✔
Prediction of new data ✖ ✔
 

PARTIAL LEAST SQUARES (PLS)

Free version Full version
Model estimation ✖ ✔
All relevant plots ✖ ✔
Prediction of new data ✖ ✔
 

Transformations

Free version Full version
Mean centering ✔ ✔
Pareto scaling ✔ ✔
Autoscaling ✔ ✔
Standard Normal Variate (SNV) ✖ ✔
Multiplicative Scatter/Signal Correction (MSC) ✖ ✔
Derivatives (Savitzky-Golay) ✖ ✔
Finite differences ✖ ✔
Transmittance <-> Absorption ✖ ✔
Normalise using 2-norm ✖ ✔
Normalise using Infinity-norm ✖ ✔
Extended Inverse Signal Correction (EISC) ✖ ✔
 

Validation

Free version Full version
Full featured cross validation (cross validation according to selected variable or defined object sets, and many other schemes) ✖ ✔
Test set validation ✖ ✔
 

Data import/export

Free version Full version
Paste data directly from clipboard ✔ ✔
Import from Excel ✔ ✔
Read data from Matlab ✔ ✔
Read CSV ASCII Files ✔ ✔
 

Additional features

Free version Full version
Overview: All models stored in the same file ✔ ✔
Overview: All predictions stored in the same file/td> ✖ ✔
Copy plots directly to PowerPoint or Clipboard ✔ ✔
Variable selection – Principal variables ✖ ✔
Cross & square terms (non-linear models) ✖ ✔