Gene network inference via sparse structural equation modeling with genetic perturbations.
Xiaodong CaiJuan Andrés BazerqueGeorgios B. GiannakisPublished in: GENSiPS (2011)
Keyphrases
- structural equation modeling
- gene networks
- microarray
- cross sectional
- user satisfaction
- structural model
- gene regulatory networks
- survey data
- perceived usefulness
- measurement model
- microarray data
- partial least squares
- high dimensional
- gene expression data
- high throughput
- dynamic bayesian networks
- bayesian networks
- confirmatory factor analysis
- bayesian inference
- gene ontology
- reverse engineering
- data sets
- probabilistic inference
- gene expression
- model selection
- similarity measure
- feature selection
- neural network