Modeling the Stochastic Dynamics of Gene Expression in Single Cells: A Birth and Death Markov Chain Analysis.
Samik GhoshPreetam GhoshKalyan BasuSajal K. DasPublished in: BIBM (2007)
Keyphrases
- markov chain
- gene expression
- monte carlo
- microarray
- steady state
- monte carlo simulation
- gene expression data
- analysis of gene expression
- microarray data
- state space
- monte carlo method
- transition probabilities
- data analysis
- neural network
- gene expression patterns
- functional genomics
- data sets
- particle filter
- machine learning
- gene expression analysis
- transition matrix