Resources

Comparing Goodness-of-Fit Tests

/****************************************************************/
/*          S A S   S A M P L E   L I B R A R Y                 */
/*                                                              */
/*    NAME: CAPGOF                                              */
/*   TITLE: Comparing Goodness-of-Fit Tests                     */
/* PRODUCT: QC                                                  */
/*  SYSTEM: ALL                                                 */
/*    KEYS: Capability Analysis, Goodness-of-Fit Tests,         */
/*   PROCS: CAPABILITY                                          */
/*    DATA:                                                     */
/*                                                              */
/* SUPPORT: saswgr                                              */
/*     REF: SAS/QC Software:  Usage and Reference, Version 6,   */
/*          First Edition, Volume 1 and Volume 2                */
/*    MISC:                                                     */
/*                                                              */
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data Plates;
   label Gap='Plate Gap in cm';
   input Gap @@;
   datalines;
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
;

title1 'Distribution of Plate Gaps';
proc capability data=Plates noprint;
   var Gap;
   specs  lsl = 0.3 usl = 0.8;
   histogram / lognormal
               nospeclegend
               odstitle  = title;
   inset n mean(5.3) std='Std Dev'(5.3) skewness(5.3) /
      pos    = ne
      header = 'Summary Statistics';
run;