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Counting processes for correlated binary responses
Continuous-time Markov process dependent Bernoulli trials developmental toxicity famil-ial disease clustering probabilistic embedding teratology
2013/6/14
We propose a class of continuous-time Markov counting processes for analyzing correlated binary data and establish a correspondence between these models and sums of dependent Bernoulli random variable...
Compound Markov counting processes and their applications to modeling infinitesimally over-dispersed systems
continuous time counting Markov process birth-death process environmental stochasticity infinitesimal over-dispersion
2010/3/11
We propose an infinitesimal dispersion index for Markov counting processes. We show that, under standard moment
existence conditions, a process is infinitesimally (over-) equi-dispersed if, and only ...