A note on the EM algorithm for estimation in the destructive negative binomial cure rate model
Date Issued
2017
Author(s)
Gallardo, Diego I.
Gomez, Yolanda M.
de Castro, Mario
DOI
http://dx.doi.org/10.1080/00949655.2017.1327589
Abstract
In this note we present a modification in the EM algorithm for the destructive negative binomial cure rate model. This alteration enables us to obtain the estimates of the whole parameter vector from the complete log-likelihood function, avoiding the corresponding observed log-likelihood function, which is more involved. To achieve this goal, we resort to the mixture representation of the negative binomial distribution in terms of the Poisson and gamma distributions.


