01/20141 epi 5344: survival analysis in epidemiology sas code and output march 4, 2014 dr. n....
TRANSCRIPT
01/2014 1
EPI 5344:Survival Analysis in
EpidemiologySAS code and output
March 4, 2014
Dr. N. Birkett,Department of Epidemiology & Community
Medicine,University of Ottawa
Recidivism data set
• 432 male prison inmates from the early 1970’s
• Test of a financial support programme (RCT)
• Followed for 1 year post-release
• Data collected weekly
• Primary outcome– re-arrest (recidivism)
• 26% re-arrested
• Data includes– financial aid group
– age
– race
– # prior arrests
– parole status
01/2014 2
01/2014 3
Obs week arrest fin age race wex mar paro prio
1 20 1 0 27 1 0 0 1 32 17 1 0 18 1 0 0 1 83 25 1 0 19 0 1 0 1 134 52 0 1 23 1 1 1 1 15 52 0 0 19 0 1 0 1 36 52 0 0 24 1 1 0 0 27 23 1 0 25 1 1 1 1 08 52 0 1 21 1 1 0 1 49 52 0 0 22 1 0 0 0 610 52 0 0 20 1 1 0 0 011 52 0 1 26 1 0 0 1 312 52 0 0 40 1 1 0 0 213 37 1 0 17 1 1 0 1 514 52 0 0 37 1 1 0 0 215 25 1 0 20 1 0 0 1 316 46 1 1 22 1 1 0 1 217 28 1 0 19 1 0 0 0 718 52 0 0 20 1 0 0 0 219 52 0 0 25 1 0 0 1 1220 52 0 0 24 0 1 0 1 1
Recidivism data (first 20 cases)
01/2014 4
ODS GRAPHICS ON;ODS RTF;
PROC LIFETEST DATA=allison.recid PLOTS=S(test atrisk)
TIMELIST=1 to 52; TIME week*arrest(0); strata fin/tests=all;RUN;
ODS RTF close;ODS GRAPHICS OFF;
01/2014 5
01/2014 6
01/2014 7
01/2014 8
01/2014 9
01/2014 10
01/2014 11
01/2014 12
ODS GRAPHICS ON;ODS RTF;
PROC LIFETEST DATA=allison.recid; TIME week*arrest(0); STRATA age(21 24 28);RUN;
ODS RTF close;ODS GRAPHICS OFF;
01/2014 13
01/2014 14
01/2014 15
ODS GRAPHICS ON;ODS RTF;
PROC LIFETEST DATA=allison.recid; TIME week*arrest(0); TEST fin age race wexp mar paro prio;RUN;
ODS RTF close;ODS GRAPHICS OFF;
01/2014 16
01/2014 17
01/2014 18