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An EM type estimation procedure for the...
Journal article

An EM type estimation procedure for the destructive exponentially weighted Poisson regression cure model under generalized gamma lifetime

Abstract

In this paper, we assume the number of competing causes to follow an exponentially weighted Poisson distribution. By assuming the initial number of competing causes can undergo destruction and that the population of interest has a cure fraction, we develop the EM algorithm for the determination of the MLEs of the model parameters of such a general cure model. This model is more flexible than the promotion time cure model and also provides an …

Authors

Pal S; Balakrishnan N

Journal

Journal of Statistical Computation and Simulation, Vol. 87, No. 6, pp. 1107–1129

Publisher

Taylor & Francis

Publication Date

April 13, 2017

DOI

10.1080/00949655.2016.1247843

ISSN

0094-9655