Resources

Q-Q Plot with Distribution Reference

 /****************************************************************/
 /*          S A S   S A M P L E   L I B R A R Y                 */
 /*                                                              */
 /*    NAME: CAPQQPL4                                            */
 /*   TITLE: Q-Q Plot with Distribution Reference                */
 /*          Line                                                */
 /* PRODUCT: QC                                                  */
 /*  SYSTEM: ALL                                                 */
 /*    KEYS: Capability Analysis, Quantile-Quantile Plots,       */
 /*   PROCS: CAPABILITY                                          */
 /*    DATA:                                                     */
 /*                                                              */
 /*     REF: SAS/QC Software:  Examples                          */
 /*    MISC: Differences between graphics devices may result in  */
 /*          output that varies from that shown in the documen-  */
 /*          tation.  Check the SAS log if the graphical output  */
 /*          is not created.                                     */
 /*                                                              */
 /****************************************************************/

options ps=60 ls=80;

data plates;
   label gap='Plate Gap in cm';
   input gap @@;
   cards;
0.746  0.357  0.376  0.327  0.485
1.741  0.241  0.777  0.768  0.409
0.252  0.512  0.534  1.656  0.742
0.378  0.714  1.121  0.597  0.231
0.541  0.805  0.682  0.418  0.506
0.501  0.247  0.922  0.880  0.344
0.519  1.302  0.275  0.601  0.388
0.450  0.845  0.319  0.486  0.529
1.547  0.690  0.676  0.314  0.736
0.643  0.483  0.352  0.636  1.080
;

symbol1  c=white  v=star h=1.5;  /* Quantile-quantile points */

title 'Lognormal Q-Q Plot of Plate Gaps';

proc capability data=plates noprint;
   var gap;
   specs lsl=0.3 clsl=yellow llsl=1
         usl=0.8 cusl=yellow lusl=20;
   qqplot /
      cframe=gray
      legend=legend1
      lognormal(sigma=0.495 theta=0 zeta=-0.584 color=red l=1)
      square
      nospeclegend;
   legend1 cframe=gray cborder=black;
run;

goptions reset=all;