A fully Bayesian approach to inference for Coxian phase-type distributions with covariate dependent mean
نویسندگان
چکیده
منابع مشابه
A fully Bayesian approach to inference for Coxian phase-type distributions with covariate dependent mean
(2009) A fully Bayesian approach to inference for Coxian phase-type distributions with covariate dependent mean. Abstract Phase-type distributions represent the time to absorption for a finite state Markov chain in continuous time, generalising the exponential distribution and providing a flexible and useful modelling tool. We present a new reversible jump Markov chain Monte Carlo scheme for pe...
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Coxian phase-type distributions are a special type of Markov model that describes duration until an event occurs in terms of a process consisting of a sequence of latent phases. This paper considers the use of Coxian phase-type distributions for modelling patient duration of stay for the elderly in hospital and investigates the potential for using the resulting distribution as a classifying var...
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ژورنال
عنوان ژورنال: Computational Statistics & Data Analysis
سال: 2009
ISSN: 0167-9473
DOI: 10.1016/j.csda.2009.05.021