[R] test the goodness of it for negative binomial type 2

casperyc casperyc at hotmail.co.uk
Wed Mar 3 00:56:08 CET 2010


[code]library(MASS)
x=c(rep(0,8096),
        rep(1,1629),
        rep(2,233),
        rep(3,38),
        rep(4,4)
        )

x.bar=round(mean(x),4)
x.var=round(var(x),4)

p.hat=round(x.bar/x.var,4)
alpha.hat=round(x.bar*p.hat/(1-p.hat),4)

fitdistr(x, "Negative Binomial")
fitdistr(x, "Poisson")[/code]


1- fitdistr(x, "Negative Binomial")
   the parameters got here, is it for negative binomial type 2?
   how can i ask it to use the methods of moments to calculat the
parameters?
   (p.hat and alpha.hat which i derived from methods of moments seem to give
a different value)

2-how can i fit it and than test the goodness of it?

3-then compare with the Poisson model?

Thanks

===============================================

by negative binomial type two i mean 




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