Mixtures of regression models for time course gene expression data: evaluation of initialization and random effects.
Theresa ScharlBettina GrünFriedrich LeischPublished in: Bioinform. (2010)
Keyphrases
- gene expression data
- regression model
- random effects
- gene expression
- microarray
- linear model
- microarray data
- data sets
- gene expression analysis
- gene selection
- gene expression profiles
- dna microarray
- hidden markov models
- regression trees
- model selection
- feature selection
- high dimensionality
- analysis of gene expression data
- gene expression profiling
- mixed effects
- high dimensional data
- mixture model
- high throughput
- high dimensional
- machine learning
- gaussian process
- classification rules
- support vector
- neural network