Inference of gene regulatory network using temporal coefficient of determination obtained from ergodic Markov chains.
Carlos H. A. HigaRonaldo Fumio HashimotoRoberto Hirata Jr.Nina S. T. HirataCarlos S. SantosPublished in: GENSiPS (2009)
Keyphrases
- markov chain
- stationary distribution
- markov process
- gene regulatory networks
- monte carlo
- transition probabilities
- markov processes
- random walk
- state space
- markov chain monte carlo
- bayesian inference
- probabilistic automata
- undirected graphical models
- reverse engineering
- structure learning
- dynamic bayesian networks
- data sets
- random fields
- probabilistic inference
- microarray
- probabilistic model
- dynamic programming
- bayesian networks