Select the graphs to display for Partial Least Squares Regression

For more information on some of these statistics, go to Leverages and distances for Partial Least Squares Regression and Coefficients and standardized coefficients for Partial Least Squares Regression.

Model selection plot

Plot the R² values for the each model. If you use cross-validation, Minitab also displays the predicted R² values for each model. The plot also indicates the number of components selected for the model.

Response plot

Plot the fitted and cross-validated responses versus the actual responses.

Coefficient plot

Plot the unstandardized regression coefficients for each predictor.

Std coefficient plot

Plot the standardized regression coefficients for each predictor.

Distance Plot

Plot each observation's distance from the x-model and distance from the y-model.

For more information, go to Residual plots in Minitab.

Residual histogram

Display a histogram of the standardized residuals.

Residual normal plot

Display a normal probability plot of the standardized residuals.

Residual versus fit

Display the standardized residuals versus the fitted values.

Residual versus leverage

Display the standardized residuals versus the leverage values.

Residual fourpack

Display all four residual plots together in one graph.

For more information on these statistics, go to X- and y-statistics for Partial Least Squares Regression.

Score plot

Display the x-scores of the first component versus the second component.

3D score plot

Display the x-scores of the first component, the second component, and the third component.

Loading plot

Display the x-loadings of the first component versus the second component.

Residual X plot

Display a line plot of the residual x-values.

Calculated X plot

Display a line plot of the fitted x-values.