Example 18.20 Illustration of ODS Graphics

This example illustrates graphical output from PROC MODEL. This is a continuation of the section Nonlinear Regression Analysis. These graphical displays are requested by specifying the ODS GRAPHICS ON statement. For information about the graphics available in the MODEL procedure, see the section ODS Graphics.

The following statements show how to generate ODS graphics plots with the MODEL procedure. The plots are displayed in Output 18.20.1 and Output 18.20.2. Note that the variable date in the ID statement is used to define the horizontal tick mark values when appropriate.

title1 'Example of Graphical Output from PROC MODEL';

proc model data=sashelp.citimon;
   lhur = 1/(a * ip + b) + c;
   fit lhur;
   id date;
run;

Output 18.20.1 Diagnostics Plots

Output 18.20.2 Diagnostics Plots

You can also obtain the plots in the diagnostics panel as separate graphs by specifying the PLOTS(UNPACK) option. These plots are displayed in Output 18.20.3 through Output 18.20.10.

title1 'Unpacked Graphical Output from PROC MODEL';

proc model data=sashelp.citimon plots(unpack);
   lhur = 1/(a * ip + b) + c;
   fit lhur;
   id date;
run;

Output 18.20.3 Studentized Residuals Plot

Output 18.20.4 Cook’s D Plot

Output 18.20.5 Predicted versus Actual Plot

Output 18.20.6 Autocorrelation of Residuals Plot

Output 18.20.7 Partial Autocorrelation of Residuals Plot

Output 18.20.8 Inverse Autocorrelation of Residuals Plot

Output 18.20.9 Q-Q Plot of Residuals

Output 18.20.10 Histogram of Residuals