Bayesian estimation of genetic regulatory effects in high-throughput reporter assays.
William H. MajorosYoung-Sook KimAlejandro BarreraFan LiXingyan WangSarah J. CunninghamGraham D. JohnsonCong GuoWilliam L. LoweDenise M. ScholtensM. Geoffrey HayesTimothy E. ReddyAndrew S. AllenPublished in: Bioinform. (2020)
Keyphrases
- high throughput
- bayesian estimation
- biological data
- genome wide
- transcription factors
- microarray
- systems biology
- human genome
- living cells
- biological knowledge
- single nucleotide polymorphisms
- data acquisition
- protein protein interactions
- genomic data
- gene expression
- gene regulation
- proteomic data
- machine learning
- posterior distribution
- mass spectrometry data
- biological networks
- gene regulatory networks
- monitoring system
- data processing
- high speed
- data sets