Genome-scale regression analysis reveals a linear relationship for promoters and enhancers after combinatorial drug treatment.
Trisevgeni RapakouliaXin GaoYi HuangMichiel J. L. de HoonMariko Okada-HatakeyamaHarukazu SuzukiErik ArnerPublished in: Bioinform. (2017)
Keyphrases
- regression analysis
- linear relationship
- genome scale
- binding sites
- dna binding
- sequence similarity
- regression model
- transcription factors
- transcription factor binding sites
- metabolic pathways
- saccharomyces cerevisiae
- independent variables
- dna sequences
- gene expression
- systems biology
- high throughput
- factor analysis
- statistical tests
- computational methods
- protein function
- microarray
- gene regulation
- face recognition
- component analysis
- data sets
- least squares
- machine learning