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Getting Started Example 3 for PROC GENMOD


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/*          S A S   S A M P L E   L I B R A R Y                 */
/*                                                              */
/*    NAME: GENMGS3                                             */
/*   TITLE: Getting Started Example 3 for PROC GENMOD           */
/* PRODUCT: STAT                                                */
/*  SYSTEM: ALL                                                 */
/*    KEYS: generalized linear models, GEEs                     */
/*   PROCS: GENMOD                                              */
/*    DATA:                                                     */
/*                                                              */
/* SUPPORT: sasgjj                                              */
/*     REF: PROC GENMOD, INTRODUCTORY EXAMPLE 3.                */
/*    MISC:                                                     */
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data six;
   input case city$ @@;
   do i=1 to 4;
      input age smoke wheeze @@;
      output;
   end;
   datalines;
 1 portage   9 0 1  10 0 1  11 0 1  12 0 0
 2 kingston  9 1 1  10 2 1  11 2 0  12 2 0
 3 kingston  9 0 1  10 0 0  11 1 0  12 1 0
 4 portage   9 0 0  10 0 1  11 0 1  12 1 0
 5 kingston  9 0 0  10 1 0  11 1 0  12 1 0
 6 portage   9 0 0  10 1 0  11 1 0  12 1 0
 7 kingston  9 1 0  10 1 0  11 0 0  12 0 0
 8 portage   9 1 0  10 1 0  11 1 0  12 2 0
 9 portage   9 2 1  10 2 0  11 1 0  12 1 0
10 kingston  9 0 0  10 0 0  11 0 0  12 1 0
11 kingston  9 1 1  10 0 0  11 0 1  12 0 1
12 portage   9 1 0  10 0 0  11 0 0  12 0 0
13 kingston  9 1 0  10 0 1  11 1 1  12 1 1
14 portage   9 1 0  10 2 0  11 1 0  12 2 1
15 kingston  9 1 0  10 1 0  11 1 0  12 2 1
16 portage   9 1 1  10 1 1  11 2 0  12 1 0
;

proc genmod data=six;
   class case city;
   model  wheeze = city age smoke  /  dist=bin;
   repeated  subject=case / type=exch covb corrw;
run;