Reliability of miRNA Microarray Platforms: An Approach Based on Random Effects Linear Models.
Niccoló BassaniFederico AmbrogiCristina BattagliaElia BiganzoliPublished in: CIBB (2011)
Keyphrases
- linear models
- random effects
- microarray
- gene expression
- gene ontology
- linear model
- regulatory networks
- high throughput
- microarray data
- gene expression data
- differentially expressed
- expression profiles
- variable selection
- microarray data analysis
- gene regulation
- biological processes
- gene selection
- gaussian processes
- gene networks
- genome wide
- high dimensionality
- binding sites
- linear regression
- gene expression profiles
- causal relationships
- differentially expressed genes
- gene sets
- transcription factors
- hidden markov models
- microarray datasets
- least squares
- regression model
- model selection
- high dimensional
- k means