Bayesian variable selection using Knockoffs with applications to genomics.
Jurel K. YapIris Ivy M. GauranPublished in: Comput. Stat. (2023)
Keyphrases
- variable selection
- cross validation
- input variables
- model selection
- stochastic search
- high dimensional
- linear models
- bayesian learning
- dimension reduction
- group lasso
- high dimensional data
- feature selection
- high throughput
- bayesian networks
- posterior distribution
- maximum likelihood
- data sets
- ensemble selection
- number of input variables
- data analysis
- bayesian methods