A Multivariate Negative-Binomial Model with Random Effects for Differential Gene-Expression Analysis of Correlated mRNA Sequencing Data.
Denis KazakiewiczJürgen ClaesenKatarzyna GórczakDariusz PlewczynskiTomasz BurzykowskiPublished in: J. Comput. Biol. (2019)
Keyphrases
- random effects
- probability distribution
- data analysis
- prior knowledge
- data sets
- negative binomial
- statistical methods
- input data
- machine learning
- probabilistic model
- raw data
- prior information
- search engine
- data points
- knowledge discovery
- model selection
- high dimensional data
- data structure
- linear model
- highly correlated
- linear models
- statistical inference
- hierarchical model
- image segmentation