[R] fitting the gamma cumulative distribution function

Stephen Tucker brown_emu at yahoo.com
Tue Feb 27 15:59:51 CET 2007


Hi Tim,

I believe fitdistr() in the MASS package is the function you are looking for.
(example given in help page)...

Best regards,
ST

--- Tim Bergsma <timb at metrumrg.com> wrote:

> Hi.
> 
> I have a vector of quantiles and a vector of probabilites that, when 
> plotted, look very like the gamma cumulative distribution function.  I 
> can guess some shape and scale parameters that give a similar result, 
> but I'd rather let the parameters be estimated.  Is there a direct way 
> to do this in R?
> 
> Thanks,
> 
> Tim.
> 
> week <- c(0,5,6,7,9,11,14,19,39)
> fraction <- c(0,0.23279,0.41093,0.58198,0.77935,0.88057,0.94231,0.98583,1)
> weeks <- 1:160/4
> plot(weeks, pgamma(weeks,shape=6,scale=1.15),type="l")
> points(week,fraction,col="red")
> 
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