Clustering of temporal gene expression data with mixtures of mixed effects models with a penalized likelihood.
Darlene LuYorghos TripodisLouis C. GerstenfeldSerkalem DemissiePublished in: Bioinform. (2019)
Keyphrases
- gene expression data
- mixed effects
- microarray
- random effects
- gene expression
- gene expression profiles
- gene expression data analysis
- gene regulatory networks
- microarray data
- clustering gene expression data
- penalized likelihood
- gene expression analysis
- clustering algorithm
- high dimensionality
- gene selection
- data clustering
- dna microarray
- high throughput
- high dimensional data
- feature selection
- bayesian framework
- linear model
- regulatory networks
- clustering method
- expectation maximization
- data points