Adaptive MCMC for Bayesian Variable Selection in Generalised Linear Models and Survival Models.
Xitong LiangSamuel LivingstoneJim E. GriffinPublished in: Entropy (2023)
Keyphrases
- linear models
- variable selection
- cross validation
- model selection
- gaussian processes
- linear model
- proportional hazards model
- high dimensional
- dimension reduction
- linear regression
- markov chain monte carlo
- nonlinear models
- group lasso
- posterior distribution
- probabilistic model
- data sets
- high dimensional data
- bayesian networks