Estimation of state-transition probability matrices in asynchronous population Markov processes

We address the problem of estimating the probability transition matrix of an asynchronous vector Markov process from aggregate (longitudinal) population observations. This problem is motivated by estimating phenotypic state transitions probabilities in populations of biological cells, but can be ext...

全面介绍

书目详细资料
Main Authors: Farahat, Waleed A., Asada, Harry
其他作者: Massachusetts Institute of Technology. Department of Mechanical Engineering
格式: 文件
语言:en_US
出版: Institute of Electrical and Electronics Engineers (IEEE) 2013
在线阅读:http://hdl.handle.net/1721.1/76753
https://orcid.org/0000-0003-3155-6223