A censored beta mixture model for the estimation of the proportion of non-differentially expressed genes.
Anastasios MarkitsisYinglei LaiPublished in: Bioinform. (2010)
Keyphrases
- mixture model
- density estimation
- differentially expressed genes
- probabilistic model
- gaussian mixture model
- em algorithm
- generative model
- unsupervised learning
- expectation maximization
- language model
- model selection
- maximum likelihood
- gene expression
- microarray data
- microarray
- mixture modeling
- probability density function
- microarray data analysis
- maximum likelihood estimation
- feature selection
- image processing
- computer vision