Markov-Correlated Poisson Processes

作者：Rodrigues Josemar^*; Balakrishnan N; Borges Patrick

来源：Communications in Statistics - Theory and Methods, 2013, 42(20): 3696-3703.

DOI：10.1080/03610926.2011.636168

• Canonical representation
• Correlated Poisson process
• Cure rate models
• Markov dependent trials
• Probability generating function
• 60xx
• 60Jxx
• 60J05

In this article, we present a simple generalization of the Bernoulli trials model to a Markov chain with an additional parameter that measures dependence. We then formulate a Markov correlated Poisson process which, due to its flexibility, has great potential for analyzing many practical processes including those for long-term survival analysis.

• 出版日期2013-10-18