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st: Covariate selection for survival analysis

From   Colleen Murphy <[email protected]>
To   "." <[email protected]>
Subject   st: Covariate selection for survival analysis
Date   Sat, 27 Sep 2008 20:05:17 -0400 (EDT)

I have a question regarding selection of covariates for survival analysis. I have a data set from a cohort study, following a group of dogs exposed to antimicrobials for the occurrence of resistance- measuring antimicrobial resistance to specific antimicrobials at 6 discreet time intervals. My concern at the moment is that I have very small sample sizes in each of the antimicrobial cohort group. The sample size in my largest group is 39 dogs and my smallest cohort has 9 dogs. Are there any guidelines in how many covariates I can consider when doing a survival analysis even at the univariate stage (like there are for linear and logistic regression). There is a lot data available on these dogs, but given the very small sample sizes, I feel that I need to be very prudent in covariate selection for univariate and multivariable analysis. 
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