Partial Least Squares - Results
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Stat > Regression > Partial Least Squares > Results

You can control the output displayed in the Session window.

Dialog box items

Method: Check to display the method table, which includes information about cross-validation and the number of components in the analysis.

Analysis of variance: Check to display the ANOVA table, one for each response in the model.

Model selection: Check to display the fitted and cross-validated sums of squares, the x-variance value, and the R2 and predicted R2 values for each model calculated. If you do not choose to cross-validate the model, the cross-validated sums of squares and the predicted R2 do not appear on the output.

Coefficients: Check to display standardized and unstandardized regression coefficients for the predictors.

Fits and residuals: Check to display the calculated fitted values, residuals, and standardized residuals and the cross-validated fitted values and cross-validated residuals. If you do not choose to cross-validate the model, the cross-validated fitted values and residuals do not appear on the output.

Leverages and distances: Check to display leverages, distances from x-model and distances from y-model.  

Prediction: Check to display the predicted values for new observations table.

X scores: Check to display the x-scores for each observation.  

X loadings: Check to display the loadings for each predictor.

X residuals: Check to display the residuals for the x-matrix.

X calculated: Check to display the calculated values for x-matrix.

Y scores: Check to display the y-scores for each observation.

Y loadings: Check to display the loadings for each response.

Y residuals: Check to display the residuals for the y-matrix. The y-residuals are the same as the residuals for the model.

Y calculated: Check to display the calculated values for the y-matrix. The y-calculated values are the same as the fitted values for the model.