Documentation Example 11 for PROC MCMC
/****************************************************************/
/* S A S S A M P L E L I B R A R Y */
/* */
/* NAME: MCMCEX11 */
/* TITLE: Documentation Example 11 for PROC MCMC */
/* Nonignorably Missing Data (MNAR) Model */
/* PRODUCT: STAT */
/* SYSTEM: ALL */
/* KEYS: */
/* PROCS: MCMC */
/* DATA: */
/* */
/* SUPPORT: Fang Chen */
/* REF: PROC MCMC, EXAMPLE 11 */
/* MISC: */
/****************************************************************/
title 'Nonignorably Missing Data Analysis';
data dyspnea;
input smoke1 smoke2 smoke3 y1 y2 y3 yrswrk1 yrswrk2 yrswrk3
age expd sex hgt;
datalines;
0 0 0 0 0 0 28.1 33.1 39.1 48 1 1 165.0
0 0 0 0 . 0 5.1 10.1 16.1 45 1 0 147.0
0 0 0 0 . 0 26.0 31.0 37.0 46 1 0 156.0
0 0 0 0 1 1 25.0 30.0 36.0 44 1 0 155.0
0 0 0 0 0 0 28.0 33.0 39.0 47 1 0 165.0
0 0 0 1 1 1 26.1 31.1 37.1 49 1 1 168.0
0 0 0 0 1 0 22.0 27.0 33.0 52 1 1 164.0
1 1 1 0 0 0 23.1 28.1 34.1 41 1 1 167.0
1 1 1 0 . . 34.0 39.0 45.0 58 1 1 160.0
1 1 1 1 1 1 29.0 34.0 40.0 52 1 1 175.0
0 0 0 1 . 1 24.1 29.1 35.1 46 1 0 158.0
0 0 0 0 0 0 16.0 21.0 27.0 33 1 0 162.0
0 0 0 0 . 0 25.0 30.0 36.0 49 1 0 154.0
0 0 0 0 1 . 25.0 30.0 36.0 45 1 0 156.0
0 0 0 0 0 0 29.1 34.1 40.1 46 1 0 155.0
0 0 0 0 0 . 41.0 46.0 52.0 58 1 1 156.0
0 0 0 0 0 0 17.1 22.1 28.1 35 1 0 165.0
1 1 1 0 0 0 15.1 20.1 26.1 41 1 1 164.0
0 0 0 1 . 1 23.0 28.0 34.0 50 1 0 159.0
1 1 1 0 . . 4.0 9.0 15.0 24 1 1 168.0
1 1 1 0 . . 25.1 30.1 36.1 52 1 1 173.0
1 1 1 0 1 0 25.0 30.0 36.0 45 1 1 157.0
1 1 1 0 0 0 29.0 34.0 40.0 50 1 1 168.0
0 0 0 1 0 0 25.0 30.0 36.0 45 1 0 156.0
0 0 0 0 0 0 24.1 29.1 35.1 46 1 0 162.0
1 1 1 0 0 0 2.1 7.1 13.1 28 1 1 167.0
0 0 0 0 1 0 23.0 28.0 34.0 43 1 1 174.0
0 0 0 0 0 0 25.0 30.0 36.0 54 1 1 166.0
1 1 1 0 1 . 30.0 35.0 41.0 45 1 1 171.0
0 0 0 0 . 0 25.0 30.0 36.0 58 1 1 161.0
1 1 1 0 . . 27.0 32.0 38.0 45 1 1 165.0
0 0 0 0 . . 29.0 34.0 40.0 56 1 1 166.0
0 0 0 0 0 0 23.0 28.0 34.0 36 1 1 176.0
1 1 1 0 0 0 29.0 34.0 40.0 48 1 1 175.0
1 1 1 0 . 0 4.0 9.0 15.0 27 1 1 165.0
1 1 1 1 0 1 29.0 34.0 40.0 52 1 1 164.0
1 1 1 1 1 0 18.0 23.0 29.0 41 1 1 168.0
0 0 0 0 1 0 19.0 24.0 30.0 49 1 0 156.0
0 0 0 1 . 0 25.0 30.0 36.0 46 1 0 163.0
0 0 0 1 . 0 35.0 40.0 46.0 51 1 0 152.0
0 0 0 1 0 0 22.1 27.1 33.1 44 1 0 158.0
1 1 1 0 1 0 18.0 23.0 29.0 32 1 1 174.0
0 0 0 0 . . 21.1 26.1 32.1 46 1 0 157.0
0 0 0 0 1 0 16.0 21.0 27.0 33 1 0 163.0
1 1 1 0 0 . 14.1 19.1 25.1 31 1 1 174.0
0 0 0 0 0 1 14.0 19.0 25.0 32 1 0 162.0
0 0 0 0 0 0 30.0 35.0 41.0 50 1 1 163.0
0 0 0 0 0 0 25.0 30.0 36.0 40 1 0 162.0
0 0 0 0 0 0 14.0 19.0 25.0 30 1 1 173.0
0 0 0 0 1 0 13.0 18.0 24.0 29 1 0 165.0
1 1 1 0 1 0 13.0 18.0 24.0 32 1 1 161.0
0 0 0 0 0 0 13.0 18.0 24.0 33 1 1 170.0
0 0 0 0 1 0 13.0 18.0 24.0 31 1 0 165.0
0 0 0 0 0 1 12.0 17.0 23.0 32 1 0 163.0
0 0 0 0 0 0 13.0 18.0 24.0 32 1 0 169.0
0 0 0 0 . . 13.0 18.0 24.0 34 1 1 168.0
1 1 1 0 0 0 13.0 18.0 24.0 31 1 1 163.0
0 0 0 0 . 0 13.0 18.0 24.0 32 1 0 154.0
1 1 1 0 0 0 15.0 20.0 26.0 32 1 1 170.0
0 0 0 0 1 0 13.0 18.0 24.0 31 1 0 163.0
0 0 0 0 0 0 13.0 18.0 24.0 32 1 0 161.0
0 0 0 0 0 0 13.0 18.0 24.0 32 1 0 173.0
0 0 0 0 0 0 13.0 18.0 24.0 32 1 0 159.0
1 1 1 0 1 0 25.0 30.0 36.0 45 1 0 152.0
1 1 1 0 0 0 13.0 18.0 24.0 37 1 1 171.0
1 1 1 0 0 0 13.0 18.0 24.0 33 1 1 173.0
0 0 0 0 1 0 12.0 17.0 23.0 29 1 0 159.0
1 1 1 0 0 1 28.1 33.1 39.1 48 1 1 164.0
1 1 1 0 1 1 13.0 18.0 24.0 53 1 1 164.0
1 1 1 0 0 0 11.0 16.0 22.0 30 1 1 180.0
0 0 0 1 . 0 34.1 39.1 45.1 49 1 0 156.0
0 0 0 0 0 . 15.0 20.0 26.0 43 1 0 157.0
0 0 0 1 0 1 15.0 20.0 26.0 46 1 0 164.0
0 0 0 0 0 0 22.0 27.0 33.0 44 1 0 162.0
0 0 0 0 . 1 25.0 30.0 36.0 47 1 0 172.0
1 1 1 1 1 1 9.0 14.0 20.0 29 1 1 166.0
1 1 1 0 0 0 8.1 13.1 19.1 26 1 1 186.0
0 0 0 0 1 0 8.1 13.1 19.1 26 1 0 165.0
0 0 0 0 0 0 9.0 14.0 20.0 27 1 0 152.0
1 1 1 0 0 0 8.0 13.0 19.0 25 1 1 175.0
1 1 1 0 0 0 8.0 13.0 19.0 25 1 1 161.0
0 0 0 0 0 0 7.0 12.0 18.0 26 1 0 163.0
0 0 0 1 0 0 8.0 13.0 19.0 26 1 0 158.0
0 0 0 0 1 0 19.0 24.0 30.0 40 1 0 156.0
0 0 0 0 0 0 23.0 28.0 34.0 43 1 0 146.0
0 0 0 1 1 . 7.0 12.0 18.0 26 1 0 166.0
1 1 1 0 0 0 4.0 9.0 15.0 32 1 1 169.0
1 1 1 0 0 0 9.0 14.0 20.0 29 1 1 168.0
1 1 1 0 0 0 7.1 12.1 18.1 24 1 1 166.0
0 0 0 1 0 0 6.0 11.0 17.0 24 1 1 181.0
1 1 1 1 1 1 6.0 11.0 17.0 24 1 1 176.0
1 1 1 0 0 0 6.0 11.0 17.0 26 1 1 170.0
1 1 1 0 0 0 5.0 10.0 16.0 27 1 1 178.0
1 1 1 0 0 0 6.0 11.0 17.0 26 1 1 175.0
0 0 0 0 . 0 21.0 26.0 32.0 36 1 0 171.0
0 0 0 0 0 0 6.0 11.0 17.0 25 1 1 175.0
1 1 1 0 0 0 5.0 10.0 16.0 25 1 1 176.0
1 1 1 0 0 0 4.0 9.0 15.0 24 1 1 166.0
0 0 0 0 1 1 4.1 9.1 15.1 25 1 0 157.0
0 0 0 0 1 0 4.1 9.1 15.1 24 1 0 162.0
0 0 0 0 0 0 4.0 9.0 15.0 24 1 0 160.0
0 0 0 0 1 1 16.0 21.0 27.0 24 1 0 161.0
0 0 0 0 0 0 4.0 9.0 15.0 22 1 1 180.0
0 0 0 0 . 0 4.0 9.0 15.0 22 1 0 157.0
0 0 0 0 1 0 16.0 21.0 27.0 45 1 1 169.0
1 1 1 0 0 0 25.0 30.0 36.0 47 1 1 167.0
1 1 1 0 . 0 2.1 7.1 13.1 23 1 1 173.0
0 0 0 0 0 0 2.1 7.1 13.1 30 1 0 163.0
0 0 0 1 0 0 2.1 7.1 13.1 32 1 0 164.0
1 1 1 1 1 0 25.0 30.0 36.0 53 1 1 163.0
1 1 1 0 0 0 5.1 10.1 16.1 23 1 1 179.0
0 0 0 1 1 0 2.1 7.1 13.1 32 1 0 159.0
0 0 0 1 . 1 25.0 30.0 36.0 46 1 0 161.0
0 0 0 0 1 0 2.0 7.0 13.0 28 1 0 157.0
0 0 0 0 . . 2.1 7.1 13.1 25 1 0 168.0
1 1 1 0 0 1 28.0 33.0 39.0 54 1 1 166.0
0 0 0 0 0 . 38.0 43.0 49.0 51 1 1 170.0
1 1 1 0 0 0 2.1 7.1 13.1 23 1 1 169.0
1 1 1 0 0 0 2.1 7.1 13.1 23 1 1 171.0
0 0 0 0 1 1 2.0 7.0 13.0 23 1 1 174.0
0 0 0 1 . . 29.0 34.0 40.0 48 1 1 162.0
0 0 0 0 0 0 2.1 7.1 13.1 27 1 0 159.0
0 0 0 0 0 0 2.1 7.1 13.1 22 1 0 166.0
0 0 0 0 0 . 2.1 7.1 13.1 24 1 0 157.0
0 0 0 0 1 0 2.1 7.1 13.1 23 1 0 165.0
0 0 0 0 1 0 2.0 7.0 13.0 28 1 0 161.0
0 0 0 0 0 0 2.1 7.1 13.1 27 1 0 164.0
0 0 0 0 1 0 2.1 7.1 13.1 28 1 0 165.0
0 0 0 0 0 0 2.1 7.1 13.1 22 1 0 163.0
0 0 0 0 0 0 2.1 7.1 13.1 25 1 0 161.0
0 0 0 0 0 0 4.1 9.1 15.1 29 1 0 159.0
0 0 0 0 0 0 3.1 8.1 14.1 28 1 0 155.0
0 0 0 0 0 0 2.1 7.1 13.1 26 1 1 168.0
0 0 0 1 . 0 2.1 7.1 13.1 25 1 0 162.0
0 0 0 0 0 0 2.5 7.5 13.5 25 1 0 154.0
1 1 1 0 0 0 2.1 7.1 13.1 25 1 1 174.0
1 1 1 0 0 0 2.1 7.1 13.1 26 1 1 181.0
0 0 0 1 1 0 2.1 7.1 13.1 25 1 0 149.0
1 1 1 0 0 0 2.1 7.1 13.1 28 1 1 178.0
0 0 0 0 0 0 2.0 7.0 13.0 28 1 1 172.0
1 1 1 0 0 0 2.1 7.1 13.1 29 1 1 169.0
1 1 1 0 0 . 2.1 7.1 13.1 27 1 1 179.0
0 0 0 0 0 0 2.0 7.0 13.0 25 1 0 157.0
0 0 0 0 1 0 2.1 7.1 13.1 23 1 0 158.0
0 0 0 0 1 0 2.1 7.1 13.1 32 1 0 155.0
0 0 0 0 . 0 2.0 7.0 13.0 22 1 0 159.0
0 0 0 1 0 0 2.1 7.1 13.1 23 1 0 164.0
0 0 0 0 0 0 2.0 7.0 13.0 28 1 0 157.0
0 0 0 0 . . 2.1 7.1 13.1 25 1 0 159.0
0 0 0 0 0 0 2.1 7.1 13.1 23 1 0 155.0
0 0 0 0 0 0 2.0 7.0 13.0 24 1 0 155.0
0 0 0 0 0 0 2.0 7.0 13.0 23 1 0 166.0
0 0 0 0 0 0 2.0 7.0 13.0 28 1 0 158.0
1 1 1 0 0 0 2.0 7.0 13.0 30 1 1 173.0
0 0 0 0 0 0 2.1 7.1 13.1 34 1 0 159.0
0 0 0 1 0 0 1.1 6.1 12.1 33 1 0 162.0
0 0 0 0 0 0 2.0 7.0 13.0 23 1 1 160.0
0 0 0 1 1 0 2.0 7.0 13.0 25 1 0 155.0
1 1 1 0 1 0 2.0 7.0 13.0 29 1 1 176.0
0 0 0 0 1 . 7.1 12.1 18.1 25 1 0 163.0
1 1 1 0 0 0 26.0 31.0 37.0 43 1 1 174.0
1 1 1 0 0 0 29.0 34.0 40.0 45 1 1 171.0
1 1 1 0 0 0 1.0 6.0 12.0 21 1 1 176.0
0 0 0 1 1 0 36.0 41.0 47.0 50 1 0 154.0
1 1 1 0 1 0 29.0 34.0 40.0 46 1 1 161.0
1 1 1 0 0 . 29.0 34.0 40.0 45 1 1 172.0
1 1 1 1 1 0 28.1 33.1 39.1 57 1 1 175.0
1 1 1 0 0 0 14.1 19.1 25.1 43 1 1 169.0
0 0 0 0 0 0 25.0 30.0 36.0 50 1 0 161.0
0 0 0 0 . 0 25.0 30.0 36.0 43 1 0 150.0
1 1 1 0 0 0 25.0 30.0 36.0 45 1 0 159.0
0 0 0 0 1 0 25.1 30.1 36.1 52 1 1 172.0
1 1 1 0 0 0 17.1 22.1 28.1 34 1 1 179.0
1 1 1 0 0 0 23.0 28.0 34.0 40 1 1 163.0
0 0 0 0 0 0 31.0 36.0 42.0 50 1 0 163.0
0 0 0 0 . 0 23.0 28.0 34.0 48 1 0 153.0
0 0 0 1 . 0 25.0 30.0 36.0 48 1 0 159.0
1 1 1 0 1 0 24.1 29.1 35.1 49 1 1 169.0
0 0 0 1 . . 40.0 45.0 51.0 55 1 1 165.0
1 1 1 0 1 1 29.0 34.0 40.0 51 1 1 166.0
1 1 1 1 0 0 19.0 24.0 30.0 54 1 1 169.0
1 1 1 0 1 0 3.0 8.0 14.0 50 1 1 166.0
1 1 1 0 . 0 18.0 23.0 29.0 39 1 1 171.0
0 0 0 0 0 0 23.0 28.0 34.0 43 1 0 159.0
1 1 1 0 1 0 25.0 30.0 36.0 45 1 0 162.0
0 0 0 0 1 0 25.0 30.0 36.0 50 1 0 151.0
0 0 0 0 0 0 28.0 33.0 39.0 57 1 1 164.0
0 0 0 1 1 0 14.0 19.0 25.0 44 1 0 154.0
0 0 0 0 0 0 2.1 7.1 13.1 26 1 0 163.0
1 1 1 0 . 1 18.0 23.0 29.0 49 1 0 159.0
0 0 0 0 . 0 11.1 16.1 22.1 31 1 0 165.0
0 0 0 0 . . 14.1 19.1 25.1 43 1 0 149.0
0 0 0 0 0 0 33.0 38.0 44.0 51 1 0 156.0
1 1 1 0 . . 30.0 35.0 41.0 55 1 1 168.0
1 1 1 1 0 0 28.0 33.0 39.0 48 1 1 169.0
1 1 1 0 . 0 31.0 36.0 42.0 48 1 1 164.0
1 1 1 0 1 1 32.1 37.1 43.1 49 1 1 172.0
0 0 0 0 1 0 32.1 37.1 43.1 49 1 0 161.0
0 0 0 0 1 0 31.0 36.0 42.0 47 1 1 164.0
0 0 0 0 0 0 8.0 13.0 19.0 25 1 0 159.0
0 0 0 0 0 0 26.0 31.0 37.0 43 1 0 158.0
0 0 0 0 0 0 32.0 37.0 43.0 52 1 0 156.0
0 0 0 0 1 0 24.0 29.0 35.0 49 1 1 160.0
0 0 0 0 1 0 25.1 30.1 36.1 42 1 0 163.0
0 0 0 0 0 0 17.0 22.0 28.0 34 1 0 167.0
0 0 0 0 0 0 22.1 27.1 33.1 48 1 1 171.0
0 0 0 0 . . 25.0 30.0 36.0 48 1 0 173.0
0 0 0 0 . 0 21.0 26.0 32.0 48 1 1 170.0
1 1 1 0 0 0 26.0 31.0 37.0 50 1 1 178.0
0 0 0 1 1 0 16.0 21.0 27.0 40 1 0 171.0
0 0 0 0 0 . 18.0 23.0 29.0 43 1 0 166.0
1 1 1 0 0 . 25.0 30.0 36.0 42 1 1 167.0
0 0 0 0 0 0 19.0 24.0 30.0 48 1 1 165.0
0 0 0 0 . . 27.0 32.0 38.0 47 1 1 169.0
0 0 0 0 0 0 35.0 40.0 46.0 59 1 1 163.0
0 0 0 0 0 0 26.1 31.1 37.1 49 1 0 161.0
0 0 0 0 0 0 26.1 31.1 37.1 49 1 0 156.0
1 1 1 1 1 . 29.0 34.0 40.0 51 1 1 169.0
0 0 0 0 0 0 17.0 22.0 28.0 43 1 0 152.0
0 0 0 0 0 0 6.1 11.1 17.1 33 1 0 166.0
0 0 0 0 0 0 5.0 10.0 16.0 26 1 0 152.0
0 0 0 1 . . 18.0 23.0 29.0 40 1 0 162.0
0 0 0 0 0 . 36.1 41.1 47.1 60 1 0 168.0
0 0 0 0 0 0 6.0 11.0 17.0 32 1 0 159.0
0 0 0 1 1 0 29.1 34.1 40.1 49 1 0 159.0
0 0 0 0 . 0 29.0 34.0 40.0 45 1 0 153.0
0 0 0 0 1 0 13.1 18.1 24.1 34 1 0 160.0
0 0 0 0 1 0 10.0 15.0 21.0 31 1 0 163.0
0 0 0 0 0 0 9.0 14.0 20.0 33 1 1 166.0
1 1 1 1 1 0 17.1 22.1 28.1 33 1 1 176.0
1 1 1 0 0 1 6.1 11.1 17.1 24 1 1 169.0
0 0 0 0 0 0 31.1 36.1 42.1 49 1 1 166.0
0 0 0 0 0 0 34.1 39.1 45.1 49 1 0 155.0
1 1 1 0 1 1 25.0 30.0 36.0 47 1 1 157.0
1 1 1 1 1 . 34.1 39.1 45.1 57 1 1 165.0
1 1 1 0 1 0 33.1 38.1 44.1 53 1 1 163.0
0 0 0 0 0 . 8.0 13.0 19.0 24 1 0 164.0
0 0 0 0 0 . 19.1 24.1 30.1 43 1 0 163.0
1 1 1 1 0 1 25.0 30.0 36.0 46 1 1 170.0
0 0 0 1 1 1 17.1 22.1 28.1 49 1 0 157.0
0 0 0 0 0 0 6.1 11.1 17.1 24 1 0 158.0
1 1 1 0 . 0 21.1 26.1 32.1 43 1 1 168.0
0 0 0 0 0 0 17.1 22.1 28.1 48 1 0 158.0
0 0 0 1 . 0 30.1 35.1 41.1 47 1 0 155.0
0 0 0 0 0 0 17.0 22.0 28.0 40 1 0 151.0
0 0 0 0 0 0 13.0 18.0 24.0 30 1 0 158.0
0 0 0 0 0 0 6.0 11.0 17.0 31 1 0 162.0
0 0 0 0 0 . 4.1 9.1 15.1 24 1 0 159.0
0 0 0 0 1 0 9.1 14.1 20.1 32 1 0 167.0
0 0 0 0 0 0 9.1 14.1 20.1 30 1 0 161.0
0 0 0 1 0 1 17.1 22.1 28.1 33 1 0 160.0
0 0 0 0 0 0 9.0 14.0 20.0 27 1 0 158.0
0 0 0 0 0 0 7.0 12.0 18.0 32 1 0 159.0
0 0 0 0 0 0 6.1 11.1 17.1 24 1 0 154.0
0 0 0 0 0 0 6.1 11.1 17.1 24 1 0 159.0
0 0 0 0 0 0 6.1 11.1 17.1 26 1 0 156.0
0 0 0 0 0 0 6.1 11.1 17.1 24 1 0 163.0
1 1 1 0 0 0 25.1 30.1 36.1 44 1 1 164.0
0 0 0 0 0 . 10.1 15.1 21.1 25 1 1 182.0
0 0 0 0 0 0 9.0 14.0 20.0 27 1 1 176.0
0 0 0 0 0 0 8.1 13.1 19.1 30 1 0 156.0
0 0 0 0 0 0 16.1 21.1 27.1 37 1 0 158.0
0 0 0 0 1 0 18.0 23.0 29.0 34 1 0 149.0
0 0 0 0 . 0 6.1 11.1 17.1 26 1 0 157.0
0 0 0 0 . . 4.0 9.0 15.0 23 1 0 167.0
0 0 0 0 0 0 8.1 13.1 19.1 28 1 0 156.0
0 0 0 0 0 0 8.1 13.1 19.1 26 1 0 167.0
1 1 1 0 . 0 14.0 19.0 25.0 30 1 1 176.0
0 0 0 0 0 0 8.1 13.1 19.1 25 1 0 160.0
0 0 0 1 1 0 32.1 37.1 43.1 46 1 0 163.0
1 1 1 0 0 . 13.0 18.0 24.0 34 1 1 172.0
1 1 1 0 1 0 6.0 11.0 17.0 33 1 1 180.0
1 1 1 0 0 0 15.1 20.1 26.1 32 1 1 173.0
0 0 0 0 0 0 6.1 11.1 17.1 25 1 0 162.0
1 1 1 0 0 0 5.1 10.1 16.1 25 1 1 177.0
0 0 0 0 0 0 24.0 29.0 35.0 53 1 1 169.0
0 0 0 0 0 0 16.0 21.0 27.0 45 1 0 150.0
0 0 0 0 1 0 13.0 18.0 24.0 31 1 0 170.0
0 0 0 1 . 0 19.0 24.0 30.0 45 1 0 152.0
0 0 0 0 0 0 16.0 21.0 27.0 36 1 0 158.0
0 0 0 0 0 0 25.1 30.1 36.1 42 1 0 160.0
0 0 0 0 1 0 30.0 35.0 41.0 53 1 0 162.0
0 0 0 0 1 0 25.0 30.0 36.0 42 1 0 146.0
0 0 0 0 0 0 13.0 18.0 24.0 34 1 1 173.0
0 0 0 0 0 0 6.0 11.0 17.0 25 1 0 157.0
0 0 0 1 1 1 28.0 33.0 39.0 53 1 0 150.0
0 0 0 1 1 1 30.0 35.0 41.0 43 1 0 157.0
1 1 1 0 1 0 33.0 38.0 44.0 50 1 0 161.0
0 0 0 1 0 0 10.0 15.0 21.0 34 1 0 164.0
0 0 0 0 0 0 8.1 13.1 19.1 36 1 0 161.0
0 0 0 0 0 0 6.1 11.1 17.1 32 1 0 158.0
0 0 0 0 0 0 6.0 11.0 17.0 26 1 0 164.0
1 1 1 0 0 0 9.0 14.0 20.0 27 1 1 176.0
0 0 0 0 1 0 29.1 34.1 40.1 58 1 1 159.0
1 1 1 1 . 0 5.0 10.0 16.0 24 1 1 172.0
0 0 0 0 0 0 25.0 30.0 36.0 45 1 1 169.0
0 0 0 0 0 0 6.0 11.0 17.0 24 1 0 157.0
0 0 0 0 0 0 6.1 11.1 17.1 26 1 0 152.0
0 0 0 0 1 0 15.0 20.0 26.0 42 1 0 161.0
0 0 0 0 0 0 25.0 30.0 36.0 46 1 0 155.0
0 0 0 0 0 0 18.0 23.0 29.0 36 1 0 156.0
0 0 0 0 0 0 4.0 9.0 15.0 22 1 0 158.0
1 1 1 0 1 1 25.0 30.0 36.0 43 1 0 162.0
1 1 1 0 1 1 9.1 14.1 20.1 31 1 1 173.0
0 0 0 0 0 0 28.0 33.0 39.0 54 1 1 160.0
1 1 1 0 0 0 6.1 11.1 17.1 25 1 1 168.0
1 1 1 1 0 0 17.0 22.0 28.0 34 1 1 178.0
1 1 1 0 0 0 8.1 13.1 19.1 27 1 1 174.0
0 0 0 0 0 0 6.1 11.1 17.1 25 1 0 164.0
1 1 1 0 0 0 28.1 33.1 39.1 49 1 1 164.0
1 1 1 0 0 0 13.0 18.0 24.0 29 1 1 173.0
0 0 0 0 1 0 17.1 22.1 28.1 33 1 0 159.0
0 0 0 0 0 1 6.1 11.1 17.1 31 1 0 157.0
1 1 1 0 1 0 19.0 24.0 30.0 50 1 1 164.0
1 1 1 0 0 0 27.0 32.0 38.0 55 1 1 170.0
1 1 1 0 0 0 34.0 39.0 45.0 50 1 1 169.0
1 1 1 0 0 0 14.0 19.0 25.0 31 1 1 172.0
0 0 0 0 0 0 28.1 33.1 39.1 57 1 1 165.0
0 0 0 0 0 0 25.0 30.0 36.0 46 1 0 152.0
0 0 0 0 1 0 23.1 28.1 34.1 46 1 0 156.0
0 0 0 0 0 0 9.1 14.1 20.1 30 1 0 162.0
0 0 0 0 1 0 8.1 13.1 19.1 33 1 0 159.0
0 0 0 0 0 0 23.1 28.1 34.1 43 1 0 154.0
0 0 0 0 0 0 7.1 12.1 18.1 26 1 0 155.0
0 0 0 0 . 0 12.0 17.0 23.0 35 1 0 165.0
0 0 0 0 0 0 6.1 11.1 17.1 33 1 0 151.0
0 0 0 0 1 1 17.1 22.1 28.1 57 1 0 154.0
0 0 0 0 0 1 18.1 23.1 29.1 47 1 0 156.0
0 0 0 0 0 1 9.1 14.1 20.1 33 1 0 167.0
0 0 0 0 0 . 10.0 15.0 21.0 27 1 0 160.0
0 0 0 0 0 0 9.0 14.0 20.0 27 1 0 154.0
0 0 0 0 0 0 6.1 11.1 17.1 24 1 0 159.0
0 0 0 0 0 . 35.1 40.1 46.1 60 1 1 162.0
0 0 0 0 0 0 5.1 10.1 16.1 26 1 1 187.0
0 0 0 0 1 . 13.0 18.0 24.0 35 1 1 175.0
1 1 1 0 0 0 8.0 13.0 19.0 25 1 1 181.0
1 1 1 0 0 . 6.1 11.1 17.1 25 1 1 174.0
0 0 0 0 1 0 5.0 10.0 16.0 24 1 0 156.0
0 0 0 0 . . 34.0 39.0 45.0 52 1 0 160.0
0 0 0 0 0 0 6.1 11.1 17.1 25 1 0 162.0
0 0 0 0 0 0 5.1 10.1 16.1 23 1 0 162.0
1 1 1 0 0 . 42.1 47.1 53.1 54 1 1 171.0
0 0 0 0 0 0 32.1 37.1 43.1 50 1 0 158.0
0 0 0 0 0 . 33.1 38.1 44.1 50 1 0 156.0
0 0 0 0 0 0 8.0 13.0 19.0 26 1 1 172.0
1 1 1 0 0 1 13.0 18.0 24.0 33 1 1 175.0
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1 1 1 0 . . 6.0 11.0 17.0 25 0 1 180.0
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;
data dyspnea;
array y[3] y1-y3;
array r[3];
set dyspnea;
do i = 1 to 3;
if y[i] = . then r[i] = 1;
else r[i] = 0;
end;
output;
run;
proc standard data=dyspnea out=dyspnea mean=0 std=1;
var age hgt yrswrk:;
run;
ods select MissDataInfo REParameters Postsumint;
proc mcmc data=dyspnea seed=17 outpost=dysp2 nmc=20000
propcov=simplex diag=none monitor=(beta1-beta7);
array p[3];
array yrswrk[3];
array smoke[3];
parms beta1-beta7 s2;
parms phi1-phi10;
prior beta: phi: ~ n(0, var=1e6);
prior s2 ~ igamma(2, scale=2);
random d ~ n(0, var=s2) subject=_obs_;
mu = beta1 + beta2*expd + beta3*sex + beta4*hgt + beta5*age + d;
do i = 1 to 3;
p[i] = logistic(mu + beta6*yrswrk[i] + beta7*smoke[i]);
end;
model y1 ~ binary(p1);
model y2 ~ binary(p2);
model y3 ~ binary(p3);
nu = phi1 + phi2*expd + phi3*sex + phi4*hgt + phi5*age;
q2 = logistic(nu + phi6*yrswrk[2] + phi7*smoke[2] +
phi8*y1 + phi9*y2);
model r2 ~ binary(q2);
q3 = logistic(nu + phi6*yrswrk[3] + phi7*smoke[3] +
phi9*y2 + phi10*y3);
model r3 ~ binary(q3);
run;