Modelling genetic variations with fragmentation-coagulation processes
We propose a novel class of Bayesian nonparametric models for sequential data called fragmentation-coagulation processes (FCPs). FCPs model a set of sequences using a partition-valued Markov process which evolves by splitting and merging clusters. An FCP is exchangeable, projective, stationary and r...
| Main Authors: | , , |
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| Format: | Journal article |
| Language: | English |
| Published: |
2011
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