A mixture model approach for the analysis of small exploratory microarray experiments.
W. M. MuirGuilherme J. M. RosaBarry R. PittendrighZ. XuS. D. RiderMatthew FountainJoe OgasPublished in: Comput. Stat. Data Anal. (2009)
Keyphrases
- microarray
- mixture model
- high throughput
- gene expression profiling
- gene expression
- microarray data
- gene expression data
- microarray analysis
- probabilistic model
- model selection
- unsupervised learning
- maximum likelihood
- em algorithm
- expectation maximization
- high dimensional
- gaussian mixture model
- data acquisition
- high dimensionality
- gene selection