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From | "Carlo Lazzaro" <carlo.lazzaro@tin.it> |
To | <statalist@hsphsun2.harvard.edu> |
Subject | R: st: R: imputation of missing dates |
Date | Fri, 6 May 2011 19:15:50 +0200 |
Dear Yulia, thanks a lot for these further details. It would seem that your missing dates are not missing at random. If, as Maarten suggested, and with the cautions he highlighted, you are going to try propensity score matching, some background literature may turn out useful: Becker SO, Ichino A. Estimation of average treatment effects based on propensity scores. The Stata Journal (2002) 2, Number 4, pp. 358?377. Guo S, Fraser MW. Propensity score analysis. SAGE, 2010. Kindest Regards, Carlo -----Messaggio originale----- Da: owner-statalist@hsphsun2.harvard.edu [mailto:owner-statalist@hsphsun2.harvard.edu] Per conto di Yulia Blomstedt Inviato: venerdì 6 maggio 2011 14.28 A: statalist@hsphsun2.harvard.edu Oggetto: Re: st: R: imputation of missing dates Thank you Carlo. I've been going through the literature but have not yet been able to come up with mi syntax that would work for me. Answering your questions: 1) The examination was voluntary. 60% of the invited individuals have participated. Others have not due to various reasons 2) Our earlier study showed that non-participants differ in their education level (higher) and age (younger) from the participants, but not in other characteristics. This of course raises a concern of whether mi is applicable at all, since its assumption is that the missing data are missing at random. If mi is not applicable, what other method could I use to create the EXAMDATE for non-participants? /Yulia * * For searches and help try: * http://www.stata.com/help.cgi?search * http://www.stata.com/support/statalist/faq * http://www.ats.ucla.edu/stat/stata/ * * For searches and help try: * http://www.stata.com/help.cgi?search * http://www.stata.com/support/statalist/faq * http://www.ats.ucla.edu/stat/stata/