The LOESS Procedure

ODS Graphics

Statistical procedures use ODS Graphics to create graphs as part of their output. ODS Graphics is described in detail in ChapterĀ 24, Statistical Graphics Using ODS.

Before you create graphs, ODS Graphics must be enabled (for example, by specifying the ODS GRAPHICS ON statement). For more information about enabling and disabling ODS Graphics, see the section Enabling and Disabling ODS Graphics in ChapterĀ 24, Statistical Graphics Using ODS.

The overall appearance of graphs is controlled by ODS styles. Styles and other aspects of using ODS Graphics are discussed in the section A Primer on ODS Statistical Graphics in ChapterĀ 24, Statistical Graphics Using ODS.

You can reference every graph produced through ODS Graphics with a name. The names of the graphs that PROC LOESS generates are listed in Table 6, along with the relevant PLOTS= options.

Table 6: Graphs Produced by PROC LOESS

ODS Graph Name Plot Description PLOTS Option
ContourFitPanel Panel of loess contour surfaces overlaid on scatter plots of data CONTOURFITPANEL
ContourFit Loess contour surface overlaid on scatter plot of data CONTOURFITPANEL
CriterionPlot Selection criterion versus smoothing parameter CRITERION
DiagnosticsPanel Panel of fit diagnostics DIAGNOSTICS
FitPanel Panel of loess curves overlaid on scatter plots of data FITPANEL
FitPlot Loess curve overlaid on scatter plot of data FIT
ObservedByPredicted Dependent variable versus loess fit OBSERVEDBYPREDICTED
QQPlot Normal quantile plot of residuals QQPLOT
ResidualsBySmooth Panel of residuals versus regressor by smoothing parameter values RESIDUALSBYSMOOTH
ResidualByPredicted Residuals versus loess fit RESIDUALBYPREDICTED
ResidualHistogram Histogram of fit residuals RESIDUALHISTOGRAM
ResidualPanel Panel of residuals versus regressors for fixed smoothing parameter value RESIDUALS
ResidualPlot Plot of residuals versus regressor RESIDUALS
RFPlot Side-by-side plots of quantiles of centered fit and residuals RFPLOT
ScorePlot Loess fit evaluated at scoring points SCOREPLOT


Last updated: December 09, 2022