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2010 May 26
2
Survival analysis extrapolation
...survdata$Treatment) summary(WeiModel) n<-seq(0, 1080, 30 ) ##Compute Weibull CDF A<-pweibull(n, scale=exp(WeiModel$coef[1]), shape=1/WeiModel$scale) B<-pweibull(n, scale=exp(WeiModel$coef[1]+WeiModel$coef[2]),shape=1/WeiModel$scale) ##Transform into survivor function ACurv<-1-A BCurv<-1-B The problem is, that the Weibull curve is predicting a survival probability for treatment B of around 11% at the end of year 3 (day 1080), and past analyses have shown that this value should be somewhere in the region of ~40%. I'm finding a similar problem for treatment A also. I'v...