Estimation of joint directed acyclic graphs with lasso family for gene networks.
Sung Won HanSunghoon ParkHua ZhongEun-Seok RyuPei WangSehee JungJayeon LimJeewhan YoonSunghwan KimPublished in: Commun. Stat. Simul. Comput. (2021)
Keyphrases
- directed acyclic graph
- gene networks
- equivalence class
- microarray
- equivalence classes
- conditional independence
- structural learning
- random variables
- directed graph
- microarray data
- causal models
- feature selection
- graphical models
- gene ontology
- gene expression data
- least squares
- gene expression profiles
- neural network
- variable selection
- regression model
- gene regulatory networks
- state space
- data analysis