Notice: On April 23, 2014, Statalist moved from an email list to a forum, based at statalist.org.
[Date Prev][Date Next][Thread Prev][Thread Next][Date Index][Thread Index]
st: KM curve adjusted by the Inverse Probability of Treatment Weights(IPTW)
From
Marcos Vinicius <[email protected]>
To
[email protected]
Subject
st: KM curve adjusted by the Inverse Probability of Treatment Weights(IPTW)
Date
Thu, 20 Dec 2012 08:55:11 -0800
Hello,
I would like to generate a Kaplan Meier curve adjusted(controlled/corrected) by the Inverse Probability of Treatment Weights(IPTW).
Supose I have a dataset with columns: tx=treatment (0/1) , ps=propensity score weig= Inverse Probability of Treatment Weights (iptw),time (=survival time)remission(1/0) (0=censored),
In IPTW, individuals are weighted by the inverse probability of receiving the treatment that they actually received.
In SAS I tried this code but it is not working although it is indicated in the SAS/STAT
12.1 User’s Guide The LIFETEST Procedure (Chapter)
Someone could help me with a Stata code to produte and compare 2 Km curves according to treatment group but adjusted by iptw(weig)
proc lifetest method=km data=ps plots = (survival );
time time*remission(0);
weight weig;
survival out=surv_data conftype=loglog ;
/*weight weig;*/
ODS EXCLUDE ProductLimitEstimates Means LogrankHomCov WILHOMCOV HomStats TaroneHomCov PetoHomCov Rank HomTests ;
/*weight weig;*/
strata tx;
/*weight weig;*/
run;
[
Error message from SAS log
ERROR 180-322: Statement is not valid or it is used out of
proper order.
After program the propensity score weight , also referred to as the inverse probability oftreatment weight (IPTW)( weig in the SAS code) I tried to use the weight statatement from proc Lifetest to produce a Kaplan-Meier curve adjusted by iptw. It is not working.
Someone could help me in the code implementation or guide another way to produce the KM curve adjusted by propensity score?:
Many thanks,
Vinicius.
____________________________________________________________
GET FREE SMILEYS FOR YOUR IM & EMAIL - Learn more at http://www.inbox.com/smileys
Works with AIM®, MSN® Messenger, Yahoo!® Messenger, ICQ®, Google Talk™ and most webmails
*
* For searches and help try:
* http://www.stata.com/help.cgi?search
* http://www.stata.com/support/faqs/resources/statalist-faq/
* http://www.ats.ucla.edu/stat/stata/